Louis-Philippe Morency

464 papers A* 58A 26B 108C 1Misc 8Journal 165Unranked 89

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Modern System Recipe for Situated Embodied Human-Robot Conversation with Real-Time Multimodal LLMs and Tool-Calling. CoRR Dong Won Lee, Sarah Gillet, Louis-Philippe Morency, Cynthia Breazeal, Hae Won Park
2026	J	`jnl`	Omitted Variable Bias in Language Models Under Distribution Shift. CoRR Victoria Lin, Louis-Philippe Morency, Eli Ben-Michael
2026	J	`jnl`	Social Caption: Evaluating Social Understanding in Multimodal Models. CoRR Bhaavanaa Thumu, Leena Mathur, Gaoussou Youssouf Kebe, Louis-Philippe Morency
2025	J	`jnl`	AV-Flow: Transforming Text to Audio-Visual Human-like Interactions. CoRR Aggelina Chatziagapi, Louis-Philippe Morency, Hongyu Gong, Michael Zollhöfer, Dimitris Samaras, Alexander Richard
2025	—	`conf`	Aligning Dialogue Agents with Global Feedback via Large Language Model Multimodal Reward Decomposition. EMNLP (Findings) Don (Dong Won) Lee, Hae Won Park, Cynthia Breazeal, Louis-Philippe Morency
2025	J	`jnl`	Aligning Dialogue Agents with Global Feedback via Large Language Model Reward Decomposition. CoRR Dong Won Lee, Hae Won Park, Cynthia Breazeal, Louis-Philippe Morency
2025	B	`conf`	CDCGM: Composition-specified Dance Choreography Generation from Music. FG Ryo Ishii, Shin'ichiro Eitoku, Louis-Philippe Morency
2025	A	`conf`	Comparative Knowledge Distillation. WACV Alex Tianyi Xu, Alex Wilf, Paul Pu Liang, Alexander Obolenskiv, Daniel Fried, Louis-Philippe Morency
2025	J	`jnl`	From Reproduction to Replication: Evaluating Research Agents with Progressive Code Masking. CoRR Gyeongwon James Kim, Alex Wilf, Louis-Philippe Morency, Daniel Fried
2025	B	`conf`	Instant 3DCG Dance Generation System Based on Music and Dance Composition. FG Ryo Ishii, Shin'ichiro Eitoku, Keigo Fushio, Yoshihide Sato, Louis-Philippe Morency
2025	A*	`conf`	Isolated Causal Effects of Natural Language. ICML Victoria Lin, Louis-Philippe Morency, Eli Ben-Michael
2025	J	`jnl`	LlaMADRS: Prompting Large Language Models for Interview-Based Depression Assessment. CoRR Gaoussou Youssouf Kebe, Jeffrey M. Girard, Einat Liebenthal, Justin T. Baker, Fernando De la Torre, Louis-Philippe Morency
2025	J	`jnl`	ONLY: One-Layer Intervention Sufficiently Mitigates Hallucinations in Large Vision-Language Models. CoRR Zifu Wan, Ce Zhang, Silong Yong, Martin Q. Ma, Simon Stepputtis, Louis-Philippe Morency, Deva Ramanan, Katia P. Sycara, Yaqi Xie
2025	B	`conf`	OpenFace 3.0: A Lightweight Multitask System for Comprehensive Facial Behavior Analysis. FG Jiewen Hu, Leena Mathur, Paul Pu Liang, Louis-Philippe Morency
2025	J	`jnl`	OpenFace 3.0: A Lightweight Multitask System for Comprehensive Facial Behavior Analysis. CoRR Jiewen Hu, Leena Mathur, Paul Pu Liang, Louis-Philippe Morency
2025	J	`jnl`	Propose, Solve, Verify: Self-Play Through Formal Verification. CoRR Alex Wilf, Pranjal Aggarwal, Bryan Parno, Daniel Fried, Louis-Philippe Morency, Paul Pu Liang, Sean Welleck
2025	J	`jnl`	Seamless Interaction: Dyadic Audiovisual Motion Modeling and Large-Scale Dataset. CoRR Vasu Agrawal, Akinniyi Akinyemi, Kathryn Alvero, Morteza Behrooz, Julia Buffalini, Fabio Maria Carlucci, Joy Chen, Junming Chen, Zhang Chen, Shiyang Cheng, Praveen Chowdary, Joe Chuang, Antony D'Avirro, Jon Daly, Ning Dong, Mark Duppenthaler, Cynthia Gao, Jeffrey M. Girard, Martin Gleize, Sahir Gomez, Hongyu Gong, Srivathsan Govindarajan, Brandon Han, Sen He, Denise Hernandez, Yordan Hristov, Rongjie Huang, Hirofumi Inaguma, Somya Jain, Raj Janardhan, Qingyao Jia, Christopher Klaiber, Dejan Kovachev, Moneish Kumar, Hang Li, Yilei Li, Pavel Litvin, Wei Liu, Guangyao Ma, Jing Ma, Martin Ma, Xutai Ma, Lucas Mantovani, Sagar Miglani, Sreyas Mohan, Louis-Philippe Morency, Evonne Ng, Kam-Woh Ng, Tu Anh Nguyen, Amia Oberai, Benjamin N. Peloquin, Juan Pino, Jovan Popovic, Omid Poursaeed, Fabian Prada, Alice Rakotoarison, Rakesh Ranjan, Alexander Richard, Christophe Ropers, Safiyyah Saleem, Vasu Sharma, Alex Shcherbyna, Jia Shen, Jie Shen, Anastasis Stathopoulos, Anna Y. Sun, Paden Tomasello, Tuan Tran, Arina Turkatenko, Bo Wan, Chao Wang, Jeff Wang, Mary Williamson, Carleigh Wood, Tao Xiang, Yilin Yang, Julien Yao, Chen Zhang, Jiemin Zhang, Xinyue Zhang, Jason Zheng, Pavlo Zhyzheria, Jan Zikes, Michael Zollhöfer
2025	A*	`conf`	Self-Correcting Decoding with Generative Feedback for Mitigating Hallucinations in Large Vision-Language Models. ICLR Ce Zhang, Zifu Wan, Zhehan Kan, Martin Q. Ma, Simon Stepputtis, Deva Ramanan, Russ Salakhutdinov, Louis-Philippe Morency, Katia P. Sycara, Yaqi Xie
2025	J	`jnl`	Self-Correcting Decoding with Generative Feedback for Mitigating Hallucinations in Large Vision-Language Models. CoRR Ce Zhang, Zifu Wan, Zhehan Kan, Martin Q. Ma, Simon Stepputtis, Deva Ramanan, Russ Salakhutdinov, Louis-Philippe Morency, Katia P. Sycara, Yaqi Xie
2025	A*	`conf`	Social Genome: Grounded Social Reasoning Abilities of Multimodal Models. EMNLP Leena Mathur, Marian Qian, Paul Pu Liang, Louis-Philippe Morency
2025	J	`jnl`	Social Genome: Grounded Social Reasoning Abilities of Multimodal Models. CoRR Leena Mathur, Marian Qian, Paul Pu Liang, Louis-Philippe Morency
2025	J	`jnl`	The Human Robot Social Interaction (HSRI) Dataset: Benchmarking Foundational Models' Social Reasoning. CoRR Dong Won Lee, Yubin Kim, Denison Guvenoz, Sooyeon Jeong, Parker Malachowsky, Louis-Philippe Morency, Cynthia Breazeal, Hae Won Park
2024	A*	`conf`	Advancing Social Intelligence in AI Agents: Technical Challenges and Open Questions. EMNLP Leena Mathur, Paul Pu Liang, Louis-Philippe Morency
2024	J	`jnl`	Advancing Social Intelligence in AI Agents: Technical Challenges and Open Questions. CoRR Leena Mathur, Paul Pu Liang, Louis-Philippe Morency
2024	J	`jnl`	Foundations & Trends in Multimodal Machine Learning: Principles, Challenges, and Open Questions. ACM Comput. Surv. Paul Pu Liang, Amir Zadeh, Louis-Philippe Morency
2024	B	`conf`	GeSTICS: A Multimodal Corpus for Studying Gesture Synthesis in Two-party Interactions with Contextualized Speech. IVA Gaoussou Youssouf Kebe, Mehmet Deniz Birlikci, Auriane Boudin, Ryo Ishii, Jeffrey M. Girard, Louis-Philippe Morency
2024	A*	`conf`	Global Reward to Local Rewards: Multimodal-Guided Decomposition for Improving Dialogue Agents. EMNLP Dong Won Lee, Hae Park, Yoon Kim, Cynthia Breazeal, Louis-Philippe Morency
2024	A*	`conf`	HEMM: Holistic Evaluation of Multimodal Foundation Models. NeurIPS Paul Pu Liang, Akshay Goindani, Talha Chafekar, Leena Mathur, Haofei Yu, Ruslan Salakhutdinov, Louis-Philippe Morency
2024	J	`jnl`	HEMM: Holistic Evaluation of Multimodal Foundation Models. CoRR Paul Pu Liang, Akshay Goindani, Talha Chafekar, Leena Mathur, Haofei Yu, Ruslan Salakhutdinov, Louis-Philippe Morency
2024	J	`jnl`	Improving Dialogue Agents by Decomposing One Global Explicit Annotation with Local Implicit Multimodal Feedback. CoRR Dong Won Lee, Hae Won Park, Yoon Kim, Cynthia Breazeal, Louis-Philippe Morency
2024	J	`jnl`	IoT-LM: Large Multisensory Language Models for the Internet of Things. CoRR Shentong Mo, Russ Salakhutdinov, Louis-Philippe Morency, Paul Pu Liang
2024	J	`jnl`	Isolated Causal Effects of Natural Language. CoRR Victoria Lin, Louis-Philippe Morency, Eli Ben-Michael
2024	—	`conf`	Let's Dance Together! AI Dancers Can Dance to Your Favorite Music and Style. ICMI Companion Ryo Ishii, Shin'ichiro Eitoku, Shohei Matsuo, Motohiro Makiguchi, Ayami Hoshi, Louis-Philippe Morency
2024	A*	`conf`	MMoE: Enhancing Multimodal Models with Mixtures of Multimodal Interaction Experts. EMNLP Haofei Yu, Zhengyang Qi, Lawrence Jang, Russ Salakhutdinov, Louis-Philippe Morency, Paul Pu Liang
2024	A*	`conf`	Multimodal Learning Without Labeled Multimodal Data: Guarantees and Applications. ICLR Paul Pu Liang, Chun Kai Ling, Yun Cheng, Alexander Obolenskiy, Yudong Liu, Rohan Pandey, Alex Wilf, Louis-Philippe Morency, Russ Salakhutdinov
2024	A	`conf`	Optimizing Language Models for Human Preferences is a Causal Inference Problem. UAI Victoria Lin, Eli Ben-Michael, Louis-Philippe Morency
2024	J	`jnl`	Optimizing Language Models for Human Preferences is a Causal Inference Problem. CoRR Victoria Lin, Eli Ben-Michael, Louis-Philippe Morency
2024	B	`conf`	SMURF: Statistical Modality Uniqueness and Redundancy Factorization. ICMI Torsten Wörtwein, Nicholas B. Allen, Jeffrey F. Cohn, Louis-Philippe Morency
2024	A*	`conf`	SOTOPIA: Interactive Evaluation for Social Intelligence in Language Agents. ICLR Xuhui Zhou, Hao Zhu, Leena Mathur, Ruohong Zhang, Haofei Yu, Zhengyang Qi, Louis-Philippe Morency, Yonatan Bisk, Daniel Fried, Graham Neubig, Maarten Sap
2024	—	`conf`	Think Twice: Perspective-Taking Improves Large Language Models' Theory-of-Mind Capabilities. ACL (1) Alex Wilf, Sihyun Shawn Lee, Paul Pu Liang, Louis-Philippe Morency
2023	J	`jnl`	Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models. Trans. Mach. Learn. Res. Aarohi Srivastava, Abhinav Rastogi, Abhishek Rao, Abu Awal Md Shoeb, Abubakar Abid, Adam Fisch, Adam R. Brown, Adam Santoro, Aditya Gupta, Adrià Garriga-Alonso, Agnieszka Kluska, Aitor Lewkowycz, Akshat Agarwal, Alethea Power, Alex Ray, Alex Warstadt, Alexander W. Kocurek, Ali Safaya, Ali Tazarv, Alice Xiang, Alicia Parrish, Allen Nie, Aman Hussain, Amanda Askell, Amanda Dsouza, Ambrose Slone, Ameet Rahane, Anantharaman S. Iyer, Anders Andreassen, Andrea Madotto, Andrea Santilli, Andreas Stuhlmüller, Andrew M. Dai, Andrew La, Andrew K. Lampinen, Andy Zou, Angela Jiang, Angelica Chen, Anh Vuong, Animesh Gupta, Anna Gottardi, Antonio Norelli, Anu Venkatesh, Arash Gholamidavoodi, Arfa Tabassum, Arul Menezes, Arun Kirubarajan, Asher Mullokandov, Ashish Sabharwal, Austin Herrick, Avia Efrat, Aykut Erdem, Ayla Karakas, B. Ryan Roberts, Bao Sheng Loe, Barret Zoph, Bartlomiej Bojanowski, Batuhan Özyurt, Behnam Hedayatnia, Behnam Neyshabur, Benjamin Inden, Benno Stein, Berk Ekmekci, Bill Yuchen Lin, Blake Howald, Bryan Orinion, Cameron Diao, Cameron Dour, Catherine Stinson, Cedrick Argueta, Cèsar Ferri Ramírez, Chandan Singh, Charles Rathkopf, Chenlin Meng, Chitta Baral, Chiyu Wu, Chris Callison-Burch, Chris Waites, Christian Voigt, Christopher D. Manning, Christopher Potts, Cindy Ramirez, Clara E. Rivera, Clemencia Siro, Colin Raffel, Courtney Ashcraft, Cristina Garbacea, Damien Sileo, Dan Garrette, Dan Hendrycks, Dan Kilman, Dan Roth, Daniel Freeman, Daniel Khashabi, Daniel Levy, Daniel Moseguí González, Danielle Perszyk, Danny Hernandez, Danqi Chen, Daphne Ippolito, Dar Gilboa, David Dohan, David Drakard, David Jurgens, Debajyoti Datta, Deep Ganguli, Denis Emelin, Denis Kleyko, Deniz Yuret, Derek Chen, Derek Tam, Dieuwke Hupkes, Diganta Misra, Dilyar Buzan, Dimitri Coelho Mollo, Diyi Yang, Dong-Ho Lee, Dylan Schrader, Ekaterina Shutova, Ekin Dogus Cubuk, Elad Segal, Eleanor Hagerman, Elizabeth Barnes, Elizabeth Donoway, Ellie Pavlick, Emanuele Rodolà, Emma Lam, Eric Chu, Eric Tang, Erkut Erdem, Ernie Chang, Ethan A. Chi, Ethan Dyer, Ethan J. Jerzak, Ethan Kim, Eunice Engefu Manyasi, Evgenii Zheltonozhskii, Fanyue Xia, Fatemeh Siar, Fernando Martínez-Plumed, Francesca Happé, François Chollet, Frieda Rong, Gaurav Mishra, Genta Indra Winata, Gerard de Melo, Germán Kruszewski, Giambattista Parascandolo, Giorgio Mariani, Gloria Wang, Gonzalo Jaimovitch-López, Gregor Betz, Guy Gur-Ari, Hana Galijasevic, Hannah Kim, Hannah Rashkin, Hannaneh Hajishirzi, Harsh Mehta, Hayden Bogar, Henry Shevlin, Hinrich Schütze, Hiromu Yakura, Hongming Zhang, Hugh Mee Wong, Ian Ng, Isaac Noble, Jaap Jumelet, Jack Geissinger, Jackson Kernion, Jacob Hilton, Jaehoon Lee, Jaime Fernández Fisac, James B. Simon, James Koppel, James Zheng, James Zou, Jan Kocon, Jana Thompson, Janelle Wingfield, Jared Kaplan, Jarema Radom, Jascha Sohl-Dickstein, Jason Phang, Jason Wei, Jason Yosinski, Jekaterina Novikova, Jelle Bosscher, Jennifer Marsh, Jeremy Kim, Jeroen Taal, Jesse H. Engel, Jesujoba Alabi, Jiacheng Xu, Jiaming Song, Jillian Tang, Joan Waweru, John Burden, John Miller, John U. Balis, Jonathan Batchelder, Jonathan Berant, Jörg Frohberg, Jos Rozen, José Hernández-Orallo, Joseph Boudeman, Joseph Guerr, Joseph Jones, Joshua B. Tenenbaum, Joshua S. Rule, Joyce Chua, Kamil Kanclerz, Karen Livescu, Karl Krauth, Karthik Gopalakrishnan, Katerina Ignatyeva, Katja Markert, Kaustubh D. Dhole, Kevin Gimpel, Kevin Omondi, Kory W. Mathewson, Kristen Chiafullo, Ksenia Shkaruta, Kumar Shridhar, Kyle McDonell, Kyle Richardson, Laria Reynolds, Leo Gao, Li Zhang, Liam Dugan, Lianhui Qin, Lidia Contreras Ochando, Louis-Philippe Morency, Luca Moschella, Lucas Lam, Lucy Noble, Ludwig Schmidt, Luheng He, Luis Oliveros Colón, Luke Metz, Lütfi Kerem Senel, Maarten Bosma, Maarten Sap, Maartje ter Hoeve, Maheen Farooqi, Manaal Faruqui, Mantas Mazeika, Marco Baturan, Marco Marelli, Marco Maru, María José Ramírez-Quintana, Marie Tolkiehn, Mario Giulianelli, Martha Lewis, Martin Potthast, Matthew L. Leavitt, Matthias Hagen, Mátyás Schubert, Medina Baitemirova, Melody Arnaud, Melvin McElrath, Michael A. Yee, Michael Cohen, Michael Gu, Michael I. Ivanitskiy, Michael Starritt, Michael Strube, Michal Swedrowski, Michele Bevilacqua, Michihiro Yasunaga, Mihir Kale, Mike Cain, Mimee Xu, Mirac Suzgun, Mitch Walker, Mo Tiwari, Mohit Bansal, Moin Aminnaseri, Mor Geva, Mozhdeh Gheini, Mukund Varma T., Nanyun Peng, Nathan A. Chi, Nayeon Lee, Neta Gur-Ari Krakover, Nicholas Cameron, Nicholas Roberts, Nick Doiron, Nicole Martinez, Nikita Nangia, Niklas Deckers, Niklas Muennighoff, Nitish Shirish Keskar, Niveditha Iyer, Noah Constant, Noah Fiedel, Nuan Wen, Oliver Zhang, Omar Agha, Omar Elbaghdadi, Omer Levy, Owain Evans, Pablo Antonio Moreno Casares, Parth Doshi, Pascale Fung, Paul Pu Liang, Paul Vicol, Pegah Alipoormolabashi, Peiyuan Liao, Percy Liang, Peter Chang, Peter Eckersley, Phu Mon Htut, Pinyu Hwang, Piotr Milkowski, Piyush Patil, Pouya Pezeshkpour, Priti Oli, Qiaozhu Mei, Qing Lyu, Qinlang Chen, Rabin Banjade, Rachel Etta Rudolph, Raefer Gabriel, Rahel Habacker, Ramon Risco, Raphaël Millière, Rhythm Garg, Richard Barnes, Rif A. Saurous, Riku Arakawa, Robbe Raymaekers, Robert Frank, Rohan Sikand, Roman Novak, Roman Sitelew, Ronan LeBras, Rosanne Liu, Rowan Jacobs, Rui Zhang, Ruslan Salakhutdinov, Ryan Chi, Ryan Lee, Ryan Stovall, Ryan Teehan, Rylan Yang, Sahib Singh, Saif M. Mohammad, Sajant Anand, Sam Dillavou, Sam Shleifer, Sam Wiseman, Samuel Gruetter, Samuel R. Bowman, Samuel S. Schoenholz, Sanghyun Han, Sanjeev Kwatra, Sarah A. Rous, Sarik Ghazarian, Sayan Ghosh, Sean Casey, Sebastian Bischoff, Sebastian Gehrmann, Sebastian Schuster, Sepideh Sadeghi, Shadi Hamdan, Sharon Zhou, Shashank Srivastava, Sherry Shi, Shikhar Singh, Shima Asaadi, Shixiang Shane Gu, Shubh Pachchigar, Shubham Toshniwal, Shyam Upadhyay, Shyamolima (Shammie) Debnath, Siamak Shakeri, Simon Thormeyer, Simone Melzi, Siva Reddy, Sneha Priscilla Makini, Soo-Hwan Lee, Spencer Torene, Sriharsha Hatwar, Stanislas Dehaene, Stefan Divic, Stefano Ermon, Stella Biderman, Stephanie Lin, Stephen Prasad, Steven T. Piantadosi, Stuart M. Shieber, Summer Misherghi, Svetlana Kiritchenko, Swaroop Mishra, Tal Linzen, Tal Schuster, Tao Li, Tao Yu, Tariq Ali, Tatsu Hashimoto, Te-Lin Wu, Théo Desbordes, Theodore Rothschild, Thomas Phan, Tianle Wang, Tiberius Nkinyili, Timo Schick, Timofei Kornev, Titus Tunduny, Tobias Gerstenberg, Trenton Chang, Trishala Neeraj, Tushar Khot, Tyler Shultz, Uri Shaham, Vedant Misra, Vera Demberg, Victoria Nyamai, Vikas Raunak, Vinay V. Ramasesh, Vinay Uday Prabhu, Vishakh Padmakumar, Vivek Srikumar, William Fedus, William Saunders, William Zhang, Wout Vossen, Xiang Ren, Xiaoyu Tong, Xinran Zhao, Xinyi Wu, Xudong Shen, Yadollah Yaghoobzadeh, Yair Lakretz, Yangqiu Song, Yasaman Bahri, Yejin Choi, Yichi Yang, Yiding Hao, Yifu Chen, Yonatan Belinkov, Yu Hou, Yufang Hou, Yuntao Bai, Zachary Seid, Zhuoye Zhao, Zijian Wang, Zijie J. Wang, Zirui Wang, Ziyi Wu
2023	J	`jnl`	Comparative Knowledge Distillation. CoRR Alex Wilf, Alex Tianyi Xu, Paul Pu Liang, Alexander Obolenskiy, Daniel Fried, Louis-Philippe Morency
2023	A*	`conf`	Continual Learning for Personalized Co-Speech Gesture Generation. ICCV Chaitanya Ahuja, Pratik Joshi, Ryo Ishii, Louis-Philippe Morency
2023	—	`conf`	Counterfactual Augmentation for Multimodal Learning Under Presentation Bias. EMNLP (Findings) Victoria Lin, Louis-Philippe Morency, Dimitrios Dimitriadis, Srinagesh Sharma
2023	J	`jnl`	Counterfactual Augmentation for Multimodal Learning Under Presentation Bias. CoRR Victoria Lin, Louis-Philippe Morency, Dimitrios Dimitriadis, Srinagesh Sharma
2023	—	`conf`	Cross-modal Attention Congruence Regularization for Vision-Language Relation Alignment. ACL (1) Rohan Pandey, Rulin Shao, Paul Pu Liang, Ruslan Salakhutdinov, Louis-Philippe Morency
2023	—	`conf`	Difference-Masking: Choosing What to Mask in Continued Pretraining. EMNLP (Findings) Alex Wilf, Syeda Nahida Akter, Leena Mathur, Paul Pu Liang, Sheryl Mathew, Mengrou Shou, Eric Nyberg, Louis-Philippe Morency
2023	J	`jnl`	Difference-Masking: Choosing What to Mask in Continued Pretraining. CoRR Alex Wilf, Syeda Nahida Akter, Leena Mathur, Paul Pu Liang, Sheryl Mathew, Mengrou Shou, Eric Nyberg, Louis-Philippe Morency
2023	B	`conf`	Expanding the Role of Affective Phenomena in Multimodal Interaction Research. ICMI Leena Mathur, Maja J. Mataric, Louis-Philippe Morency
2023	J	`jnl`	Expanding the Role of Affective Phenomena in Multimodal Interaction Research. CoRR Leena Mathur, Maja J. Mataric, Louis-Philippe Morency
2023	B	`conf`	Face-to-Face Contrastive Learning for Social Intelligence Question-Answering. FG Alex Wilf, Martin Q. Ma, Paul Pu Liang, Amir Zadeh, Louis-Philippe Morency
2023	A*	`conf`	Factorized Contrastive Learning: Going Beyond Multi-view Redundancy. NeurIPS Paul Pu Liang, Zihao Deng, Martin Q. Ma, James Y. Zou, Louis-Philippe Morency, Ruslan Salakhutdinov
2023	J	`jnl`	Factorized Contrastive Learning: Going Beyond Multi-view Redundancy. CoRR Paul Pu Liang, Zihao Deng, Martin Q. Ma, James Zou, Louis-Philippe Morency, Ruslan Salakhutdinov
2023	J	`jnl`	High-Modality Multimodal Transformer: Quantifying Modality & Interaction Heterogeneity for High-Modality Representation Learning. Trans. Mach. Learn. Res. Paul Pu Liang, Yiwei Lyu, Xiang Fan, Jeffrey Tsaw, Yudong Liu, Shentong Mo, Dani Yogatama, Louis-Philippe Morency, Russ Salakhutdinov
2023	B	`ed.`	International Conference on Multimodal Interaction, ICMI 2023, Companion Volume, Paris, France, October 9-13, 2023 ICMI Companion Elisabeth André, Mohamed Chetouani, Dominique Vaufreydaz, Gale M. Lucas, Tanja Schultz, Louis-Philippe Morency, Alessandro Vinciarelli
2023	—	`conf`	Language Models Get a Gender Makeover: Mitigating Gender Bias with Few-Shot Data Interventions. ACL (2) Himanshu Thakur, Atishay Jain, Praneetha Vaddamanu, Paul Pu Liang, Louis-Philippe Morency
2023	J	`jnl`	Language Models Get a Gender Makeover: Mitigating Gender Bias with Few-Shot Data Interventions. CoRR Himanshu Thakur, Atishay Jain, Praneetha Vaddamanu, Paul Pu Liang, Louis-Philippe Morency
2023	A*	`conf`	Lecture Presentations Multimodal Dataset: Towards Understanding Multimodality in Educational Videos. ICCV Dong Won Lee, Chaitanya Ahuja, Paul Pu Liang, Sanika Natu, Louis-Philippe Morency
2023	J	`jnl`	MMOE: Mixture of Multimodal Interaction Experts. CoRR Haofei Yu, Paul Pu Liang, Ruslan Salakhutdinov, Louis-Philippe Morency
2023	J	`jnl`	MultiIoT: Towards Large-scale Multisensory Learning for the Internet of Things. CoRR Shentong Mo, Paul Pu Liang, Russ Salakhutdinov, Louis-Philippe Morency
2023	—	`conf`	MultiViz: Towards User-Centric Visualizations and Interpretations of Multimodal Models. CHI Extended Abstracts Paul Pu Liang, Yiwei Lyu, Gunjan Chhablani, Nihal Jain, Zihao Deng, Xingbo Wang, Louis-Philippe Morency, Ruslan Salakhutdinov
2023	A*	`conf`	MultiViz: Towards Visualizing and Understanding Multimodal Models. ICLR Paul Pu Liang, Yiwei Lyu, Gunjan Chhablani, Nihal Jain, Zihao Deng, Xingbo Wang, Louis-Philippe Morency, Ruslan Salakhutdinov
2023	J	`jnl`	MultiZoo & MultiBench: A Standardized Toolkit for Multimodal Deep Learning. CoRR Paul Pu Liang, Yiwei Lyu, Xiang Fan, Arav Agarwal, Yun Cheng, Louis-Philippe Morency, Ruslan Salakhutdinov
2023	J	`jnl`	MultiZoo and MultiBench: A Standardized Toolkit for Multimodal Deep Learning. J. Mach. Learn. Res. Paul Pu Liang, Yiwei Lyu, Xiang Fan, Arav Agarwal, Yun Cheng, Louis-Philippe Morency, Ruslan Salakhutdinov
2023	B	`conf`	Multimodal Feature Selection for Detecting Mothers' Depression in Dyadic Interactions with their Adolescent Offspring. FG Maneesh Bilalpur, Saurabh Hinduja, Laura A. Cariola, Lisa B. Sheeber, Nick Alien, László A. Jeni, Louis-Philippe Morency, Jeffrey F. Cohn
2023	B	`conf`	Multimodal Fusion Interactions: A Study of Human and Automatic Quantification. ICMI Paul Pu Liang, Yun Cheng, Ruslan Salakhutdinov, Louis-Philippe Morency
2023	J	`jnl`	Multimodal Fusion Interactions: A Study of Human and Automatic Quantification. CoRR Paul Pu Liang, Yun Cheng, Ruslan Salakhutdinov, Louis-Philippe Morency
2023	J	`jnl`	Multimodal Learning Without Labeled Multimodal Data: Guarantees and Applications. CoRR Paul Pu Liang, Chun Kai Ling, Yun Cheng, Alex Obolenskiy, Yudong Liu, Rohan Pandey, Alex Wilf, Louis-Philippe Morency, Ruslan Salakhutdinov
2023	—	`conf`	Nano: Nested Human-in-the-Loop Reward Learning for Few-shot Language Model Control. ACL (Findings) Xiang Fan, Yiwei Lyu, Paul Pu Liang, Ruslan Salakhutdinov, Louis-Philippe Morency
2023	B	`conf`	Neural Mixed Effects for Nonlinear Personalized Predictions. ICMI Torsten Wörtwein, Nicholas B. Allen, Lisa B. Sheeber, Randy P. Auerbach, Jeffrey F. Cohn, Louis-Philippe Morency
2023	J	`jnl`	Neural Mixed Effects for Nonlinear Personalized Predictions. CoRR Torsten Wörtwein, Nicholas B. Allen, Lisa B. Sheeber, Randy P. Auerbach, Jeffrey F. Cohn, Louis-Philippe Morency
2023	B	`ed.`	Proceedings of the 25th International Conference on Multimodal Interaction, ICMI 2023, Paris, France, October 9-13, 2023 ICMI Elisabeth André, Mohamed Chetouani, Dominique Vaufreydaz, Gale M. Lucas, Tanja Schultz, Louis-Philippe Morency, Alessandro Vinciarelli
2023	J	`jnl`	Quantifying & Modeling Feature Interactions: An Information Decomposition Framework. CoRR Paul Pu Liang, Yun Cheng, Xiang Fan, Chun Kai Ling, Suzanne Nie, Richard J. Chen, Zihao Deng, Faisal Mahmood, Ruslan Salakhutdinov, Louis-Philippe Morency
2023	A*	`conf`	Quantifying & Modeling Multimodal Interactions: An Information Decomposition Framework. NeurIPS Paul Pu Liang, Yun Cheng, Xiang Fan, Chun Kai Ling, Suzanne Nie, Richard J. Chen, Zihao Deng, Nicholas B. Allen, Randy Auerbach, Faisal Mahmood, Russ Salakhutdinov, Louis-Philippe Morency
2023	B	`conf`	Representation Learning for Interpersonal and Multimodal Behavior Dynamics: A Multiview Extension of Latent Change Score Models. ICMI Alexandria K. Vail, Jeffrey M. Girard, Lauren M. Bylsma, Jay Fournier, Holly A. Swartz, Jeffrey F. Cohn, Louis-Philippe Morency
2023	B	`conf`	SHAP-based Prediction of Mother's History of Depression to Understand the Influence on Child Behavior. ICMI Maneesh Bilalpur, Saurabh Hinduja, Laura A. Cariola, Lisa Sheeber, Nicholas B. Allen, Louis-Philippe Morency, Jeffrey F. Cohn
2023	J	`jnl`	SOTOPIA: Interactive Evaluation for Social Intelligence in Language Agents. CoRR Xuhui Zhou, Hao Zhu, Leena Mathur, Ruohong Zhang, Haofei Yu, Zhengyang Qi, Louis-Philippe Morency, Yonatan Bisk, Daniel Fried, Graham Neubig, Maarten Sap
2023	—	`conf`	SenteCon: Leveraging Lexicons to Learn Human-Interpretable Language Representations. ACL (Findings) Victoria Lin, Louis-Philippe Morency
2023	J	`jnl`	SenteCon: Leveraging Lexicons to Learn Human-Interpretable Language Representations. CoRR Victoria Lin, Louis-Philippe Morency
2023	A*	`conf`	Text-Transport: Toward Learning Causal Effects of Natural Language. EMNLP Victoria Lin, Louis-Philippe Morency, Eli Ben-Michael
2023	J	`jnl`	Text-Transport: Toward Learning Causal Effects of Natural Language. CoRR Victoria Lin, Louis-Philippe Morency, Eli Ben-Michael
2023	J	`jnl`	Think Twice: Perspective-Taking Improves Large Language Models' Theory-of-Mind Capabilities. CoRR Alex Wilf, Sihyun Shawn Lee, Paul Pu Liang, Louis-Philippe Morency
2023	—	`conf`	Tutorial on Multimodal Machine Learning: Principles, Challenges, and Open Questions. ICMI Companion Paul Pu Liang, Louis-Philippe Morency
2023	A*	`conf`	Understanding Masked Autoencoders via Hierarchical Latent Variable Models. CVPR Lingjing Kong, Martin Q. Ma, Guangyi Chen, Eric P. Xing, Yuejie Chi, Louis-Philippe Morency, Kun Zhang
2023	J	`jnl`	Understanding Masked Autoencoders via Hierarchical Latent Variable Models. CoRR Lingjing Kong, Martin Q. Ma, Guangyi Chen, Eric P. Xing, Yuejie Chi, Louis-Philippe Morency, Kun Zhang
2022	—	`conf`	Beyond Additive Fusion: Learning Non-Additive Multimodal Interactions. EMNLP (Findings) Torsten Wörtwein, Lisa Sheeber, Nicholas B. Allen, Jeffrey F. Cohn, Louis-Philippe Morency
2022	J	`jnl`	Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models. CoRR Aarohi Srivastava, Abhinav Rastogi, Abhishek Rao, Abu Awal Md Shoeb, Abubakar Abid, Adam Fisch, Adam R. Brown, Adam Santoro, Aditya Gupta, Adrià Garriga-Alonso, Agnieszka Kluska, Aitor Lewkowycz, Akshat Agarwal, Alethea Power, Alex Ray, Alex Warstadt, Alexander W. Kocurek, Ali Safaya, Ali Tazarv, Alice Xiang, Alicia Parrish, Allen Nie, Aman Hussain, Amanda Askell, Amanda Dsouza, Ambrose Slone, Ameet Rahane, Anantharaman S. Iyer, Anders Andreassen, Andrea Madotto, Andrea Santilli, Andreas Stuhlmüller, Andrew M. Dai, Andrew La, Andrew K. Lampinen, Andy Zou, Angela Jiang, Angelica Chen, Anh Vuong, Animesh Gupta, Anna Gottardi, Antonio Norelli, Anu Venkatesh, Arash Gholamidavoodi, Arfa Tabassum, Arul Menezes, Arun Kirubarajan, Asher Mullokandov, Ashish Sabharwal, Austin Herrick, Avia Efrat, Aykut Erdem, Ayla Karakas, B. Ryan Roberts, Bao Sheng Loe, Barret Zoph, Bartlomiej Bojanowski, Batuhan Özyurt, Behnam Hedayatnia, Behnam Neyshabur, Benjamin Inden, Benno Stein, Berk Ekmekci, Bill Yuchen Lin, Blake Howald, Bryan Orinion, Cameron Diao, Cameron Dour, Catherine Stinson, Cedrick Argueta, Cèsar Ferri Ramírez, Chandan Singh, Charles Rathkopf, Chenlin Meng, Chitta Baral, Chiyu Wu, Chris Callison-Burch, Chris Waites, Christian Voigt, Christopher D. Manning, Christopher Potts, Cindy Ramirez, Clara E. Rivera, Clemencia Siro, Colin Raffel, Courtney Ashcraft, Cristina Garbacea, Damien Sileo, Dan Garrette, Dan Hendrycks, Dan Kilman, Dan Roth, Daniel Freeman, Daniel Khashabi, Daniel Levy, Daniel Moseguí González, Danielle Perszyk, Danny Hernandez, Danqi Chen, Daphne Ippolito, Dar Gilboa, David Dohan, David Drakard, David Jurgens, Debajyoti Datta, Deep Ganguli, Denis Emelin, Denis Kleyko, Deniz Yuret, Derek Chen, Derek Tam, Dieuwke Hupkes, Diganta Misra, Dilyar Buzan, Dimitri Coelho Mollo, Diyi Yang, Dong-Ho Lee, Dylan Schrader, Ekaterina Shutova, Ekin Dogus Cubuk, Elad Segal, Eleanor Hagerman, Elizabeth Barnes, Elizabeth Donoway, Ellie Pavlick, Emanuele Rodolà, Emma Lam, Eric Chu, Eric Tang, Erkut Erdem, Ernie Chang, Ethan A. Chi, Ethan Dyer, Ethan J. Jerzak, Ethan Kim, Eunice Engefu Manyasi, Evgenii Zheltonozhskii, Fanyue Xia, Fatemeh Siar, Fernando Martínez-Plumed, Francesca Happé, François Chollet, Frieda Rong, Gaurav Mishra, Genta Indra Winata, Gerard de Melo, Germán Kruszewski, Giambattista Parascandolo, Giorgio Mariani, Gloria Wang, Gonzalo Jaimovitch-López, Gregor Betz, Guy Gur-Ari, Hana Galijasevic, Hannah Kim, Hannah Rashkin, Hannaneh Hajishirzi, Harsh Mehta, Hayden Bogar, Henry Shevlin, Hinrich Schütze, Hiromu Yakura, Hongming Zhang, Hugh Mee Wong, Ian Ng, Isaac Noble, Jaap Jumelet, Jack Geissinger, Jackson Kernion, Jacob Hilton, Jaehoon Lee, Jaime Fernández Fisac, James B. Simon, James Koppel, James Zheng, James Zou, Jan Kocon, Jana Thompson, Janelle Wingfield, Jared Kaplan, Jarema Radom, Jascha Sohl-Dickstein, Jason Phang, Jason Wei, Jason Yosinski, Jekaterina Novikova, Jelle Bosscher, Jennifer Marsh, Jeremy Kim, Jeroen Taal, Jesse H. Engel, Jesujoba Alabi, Jiacheng Xu, Jiaming Song, Jillian Tang, Joan Waweru, John Burden, John Miller, John U. Balis, Jonathan Batchelder, Jonathan Berant, Jörg Frohberg, Jos Rozen, José Hernández-Orallo, Joseph Boudeman, Joseph Guerr, Joseph Jones, Joshua B. Tenenbaum, Joshua S. Rule, Joyce Chua, Kamil Kanclerz, Karen Livescu, Karl Krauth, Karthik Gopalakrishnan, Katerina Ignatyeva, Katja Markert, Kaustubh D. Dhole, Kevin Gimpel, Kevin Omondi, Kory W. Mathewson, Kristen Chiafullo, Ksenia Shkaruta, Kumar Shridhar, Kyle McDonell, Kyle Richardson, Laria Reynolds, Leo Gao, Li Zhang, Liam Dugan, Lianhui Qin, Lidia Contreras Ochando, Louis-Philippe Morency, Luca Moschella, Lucas Lam, Lucy Noble, Ludwig Schmidt, Luheng He, Luis Oliveros Colón, Luke Metz, Lütfi Kerem Senel, Maarten Bosma, Maarten Sap, Maartje ter Hoeve, Maheen Farooqi, Manaal Faruqui, Mantas Mazeika, Marco Baturan, Marco Marelli, Marco Maru, María José Ramírez-Quintana, Marie Tolkiehn, Mario Giulianelli, Martha Lewis, Martin Potthast, Matthew L. Leavitt, Matthias Hagen, Mátyás Schubert, Medina Baitemirova, Melody Arnaud, Melvin McElrath, Michael A. Yee, Michael Cohen, Michael Gu, Michael I. Ivanitskiy, Michael Starritt, Michael Strube, Michal Swedrowski, Michele Bevilacqua, Michihiro Yasunaga, Mihir Kale, Mike Cain, Mimee Xu, Mirac Suzgun, Mitch Walker, Mo Tiwari, Mohit Bansal, Moin Aminnaseri, Mor Geva, Mozhdeh Gheini, Mukund Varma T., Nanyun Peng, Nathan A. Chi, Nayeon Lee, Neta Gur-Ari Krakover, Nicholas Cameron, Nicholas Roberts, Nick Doiron, Nicole Martinez, Nikita Nangia, Niklas Deckers, Niklas Muennighoff, Nitish Shirish Keskar, Niveditha Iyer, Noah Constant, Noah Fiedel, Nuan Wen, Oliver Zhang, Omar Agha, Omar Elbaghdadi, Omer Levy, Owain Evans, Pablo Antonio Moreno Casares, Parth Doshi, Pascale Fung, Paul Pu Liang, Paul Vicol, Pegah Alipoormolabashi, Peiyuan Liao, Percy Liang, Peter Chang, Peter Eckersley, Phu Mon Htut, Pinyu Hwang, Piotr Milkowski, Piyush Patil, Pouya Pezeshkpour, Priti Oli, Qiaozhu Mei, Qing Lyu, Qinlang Chen, Rabin Banjade, Rachel Etta Rudolph, Raefer Gabriel, Rahel Habacker, Ramon Risco, Raphaël Millière, Rhythm Garg, Richard Barnes, Rif A. Saurous, Riku Arakawa, Robbe Raymaekers, Robert Frank, Rohan Sikand, Roman Novak, Roman Sitelew, Ronan LeBras, Rosanne Liu, Rowan Jacobs, Rui Zhang, Ruslan Salakhutdinov, Ryan Chi, Ryan Lee, Ryan Stovall, Ryan Teehan, Rylan Yang, Sahib Singh, Saif M. Mohammad, Sajant Anand, Sam Dillavou, Sam Shleifer, Sam Wiseman, Samuel Gruetter, Samuel R. Bowman, Samuel S. Schoenholz, Sanghyun Han, Sanjeev Kwatra, Sarah A. Rous, Sarik Ghazarian, Sayan Ghosh, Sean Casey, Sebastian Bischoff, Sebastian Gehrmann, Sebastian Schuster, Sepideh Sadeghi, Shadi Hamdan, Sharon Zhou, Shashank Srivastava, Sherry Shi, Shikhar Singh, Shima Asaadi, Shixiang Shane Gu, Shubh Pachchigar, Shubham Toshniwal, Shyam Upadhyay, Shyamolima (Shammie) Debnath, Siamak Shakeri, Simon Thormeyer, Simone Melzi, Siva Reddy, Sneha Priscilla Makini, Soo-Hwan Lee, Spencer Torene, Sriharsha Hatwar, Stanislas Dehaene, Stefan Divic, Stefano Ermon, Stella Biderman, Stephanie Lin, Stephen Prasad, Steven T. Piantadosi, Stuart M. Shieber, Summer Misherghi, Svetlana Kiritchenko, Swaroop Mishra, Tal Linzen, Tal Schuster, Tao Li, Tao Yu, Tariq Ali, Tatsu Hashimoto, Te-Lin Wu, Théo Desbordes, Theodore Rothschild, Thomas Phan, Tianle Wang, Tiberius Nkinyili, Timo Schick, Timofei Kornev, Titus Tunduny, Tobias Gerstenberg, Trenton Chang, Trishala Neeraj, Tushar Khot, Tyler Shultz, Uri Shaham, Vedant Misra, Vera Demberg, Victoria Nyamai, Vikas Raunak, Vinay V. Ramasesh, Vinay Uday Prabhu, Vishakh Padmakumar, Vivek Srikumar, William Fedus, William Saunders, William Zhang, Wout Vossen, Xiang Ren, Xiaoyu Tong, Xinran Zhao, Xinyi Wu, Xudong Shen, Yadollah Yaghoobzadeh, Yair Lakretz, Yangqiu Song, Yasaman Bahri, Yejin Choi, Yichi Yang, Yiding Hao, Yifu Chen, Yonatan Belinkov, Yu Hou, Yufang Hou, Yuntao Bai, Zachary Seid, Zhuoye Zhao, Zijian Wang, Zijie J. Wang, Zirui Wang, Ziyi Wu
2022	A*	`conf`	Conditional Contrastive Learning with Kernel. ICLR Yao-Hung Hubert Tsai, Tianqin Li, Martin Q. Ma, Han Zhao, Kun Zhang, Louis-Philippe Morency, Ruslan Salakhutdinov
2022	J	`jnl`	Conditional Contrastive Learning with Kernel. CoRR Yao-Hung Hubert Tsai, Tianqin Li, Martin Q. Ma, Han Zhao, Kun Zhang, Louis-Philippe Morency, Ruslan Salakhutdinov
2022	J	`jnl`	Cross-modal Attention Congruence Regularization for Vision-Language Relation Alignment. CoRR Rohan Pandey, Rulin Shao, Paul Pu Liang, Ruslan Salakhutdinov, Louis-Philippe Morency
2022	C	`conf`	DIME: Fine-grained Interpretations of Multimodal Models via Disentangled Local Explanations. AIES Yiwei Lyu, Paul Pu Liang, Zihao Deng, Ruslan Salakhutdinov, Louis-Philippe Morency
2022	J	`jnl`	DIME: Fine-grained Interpretations of Multimodal Models via Disentangled Local Explanations. CoRR Yiwei Lyu, Paul Pu Liang, Zihao Deng, Ruslan Salakhutdinov, Louis-Philippe Morency
2022	J	`jnl`	Face-to-Face Contrastive Learning for Social Intelligence Question-Answering. CoRR Alex Wilf, Qianli M. Ma, Paul Pu Liang, Amir Zadeh, Louis-Philippe Morency
2022	J	`jnl`	Foundations and Recent Trends in Multimodal Machine Learning: Principles, Challenges, and Open Questions. CoRR Paul Pu Liang, Amir Zadeh, Louis-Philippe Morency
2022	—	`conf`	HOLM: Hallucinating Objects with Language Models for Referring Expression Recognition in Partially-Observed Scenes. ACL (1) Volkan Cirik, Louis-Philippe Morency, Taylor Berg-Kirkpatrick
2022	J	`jnl`	HighMMT: Towards Modality and Task Generalization for High-Modality Representation Learning. CoRR Paul Pu Liang, Yiwei Lyu, Xiang Fan, Shentong Mo, Dani Yogatama, Louis-Philippe Morency, Ruslan Salakhutdinov
2022	B	`conf`	Language Use in Mother-Adolescent Dyadic Interaction: Preliminary Results. ACII Laura A. Cariola, Saurabh Hinduja, Maneesh Bilalpur, Lisa B. Sheeber, Nicholas B. Allen, Louis-Philippe Morency, Jeffrey F. Cohn
2022	J	`jnl`	Learning Weakly-Supervised Contrastive Representations. CoRR Yao-Hung Hubert Tsai, Tianqin Li, Weixin Liu, Peiyuan Liao, Ruslan Salakhutdinov, Louis-Philippe Morency
2022	A*	`conf`	Learning Weakly-supervised Contrastive Representations. ICLR Yao-Hung Hubert Tsai, Tianqin Li, Weixin Liu, Peiyuan Liao, Ruslan Salakhutdinov, Louis-Philippe Morency
2022	A*	`conf`	Low-Resource Adaptation for Personalized Co-Speech Gesture Generation. CVPR Chaitanya Ahuja, Dong Won Lee, Louis-Philippe Morency
2022	J	`jnl`	MultiViz: An Analysis Benchmark for Visualizing and Understanding Multimodal Models. CoRR Paul Pu Liang, Yiwei Lyu, Gunjan Chhablani, Nihal Jain, Zihao Deng, Xingbo Wang, Louis-Philippe Morency, Ruslan Salakhutdinov
2022	J	`jnl`	Multimodal Lecture Presentations Dataset: Understanding Multimodality in Educational Slides. CoRR Dong Won Lee, Chaitanya Ahuja, Paul Pu Liang, Sanika Natu, Louis-Philippe Morency
2022	J	`jnl`	Nano: Nested Human-in-the-Loop Reward Learning for Few-shot Language Model Control. CoRR Xiang Fan, Yiwei Lyu, Paul Pu Liang, Ruslan Salakhutdinov, Louis-Philippe Morency
2022	—	`conf`	PACS: A Dataset for Physical Audiovisual CommonSense Reasoning. ECCV (37) Samuel Yu, Peter Wu, Paul Pu Liang, Ruslan Salakhutdinov, Louis-Philippe Morency
2022	J	`jnl`	PACS: A Dataset for Physical Audiovisual CommonSense Reasoning. CoRR Samuel Yu, Peter Wu, Paul Pu Liang, Ruslan Salakhutdinov, Louis-Philippe Morency
2022	A*	`conf`	Paraphrasing Is All You Need for Novel Object Captioning. NeurIPS Cheng-Fu Yang, Yao-Hung Hubert Tsai, Wan-Cyuan Fan, Russ Salakhutdinov, Louis-Philippe Morency, Frank Wang
2022	J	`jnl`	Paraphrasing Is All You Need for Novel Object Captioning. CoRR Cheng-Fu Yang, Yao-Hung Hubert Tsai, Wan-Cyuan Fan, Ruslan Salakhutdinov, Louis-Philippe Morency, Yu-Chiang Frank Wang
2022	J	`jnl`	SeedBERT: Recovering Annotator Rating Distributions from an Aggregated Label. CoRR Aneesha Sampath, Victoria Lin, Louis-Philippe Morency
2022	B	`conf`	Toward Causal Understanding of Therapist-Client Relationships: A Study of Language Modality and Social Entrainment. ICMI Alexandria K. Vail, Jeffrey M. Girard, Lauren M. Bylsma, Jeffrey F. Cohn, Jay Fournier, Holly Swartz, Louis-Philippe Morency
2022	—	`conf`	Uncertainty Quantification with Pre-trained Language Models: A Large-Scale Empirical Analysis. EMNLP (Findings) Yuxin Xiao, Paul Pu Liang, Umang Bhatt, Willie Neiswanger, Ruslan Salakhutdinov, Louis-Philippe Morency
2022	J	`jnl`	Uncertainty Quantification with Pre-trained Language Models: A Large-Scale Empirical Analysis. CoRR Yuxin Xiao, Paul Pu Liang, Umang Bhatt, Willie Neiswanger, Ruslan Salakhutdinov, Louis-Philippe Morency
2022	B	`conf`	What is Multimodal? ICMI Louis-Philippe Morency
2021	J	`jnl`	A Note on Connecting Barlow Twins with Negative-Sample-Free Contrastive Learning. CoRR Yao-Hung Hubert Tsai, Shaojie Bai, Louis-Philippe Morency, Ruslan Salakhutdinov
2021	B	`conf`	Bi-Bimodal Modality Fusion for Correlation-Controlled Multimodal Sentiment Analysis. ICMI Wei Han, Hui Chen, Alexander F. Gelbukh, Amir Zadeh, Louis-Philippe Morency, Soujanya Poria
2021	J	`jnl`	Bi-Bimodal Modality Fusion for Correlation-Controlled Multimodal Sentiment Analysis. CoRR Wei Han, Hui Chen, Alexander F. Gelbukh, Amir Zadeh, Louis-Philippe Morency, Soujanya Poria
2021	J	`jnl`	Conditional Contrastive Learning: Removing Undesirable Information in Self-Supervised Representations. CoRR Yao-Hung Hubert Tsai, Martin Q. Ma, Han Zhao, Kun Zhang, Louis-Philippe Morency, Ruslan Salakhutdinov
2021	A*	`conf`	Cross-Modal Generalization: Learning in Low Resource Modalities via Meta-Alignment. ACM Multimedia Paul Pu Liang, Peter Wu, Liu Ziyin, Louis-Philippe Morency, Ruslan Salakhutdinov
2021	—	`conf`	Crossmodal Clustered Contrastive Learning: Grounding of Spoken Language to Gesture. ICMI Companion Dong Won Lee, Chaitanya Ahuja, Louis-Philippe Morency
2021	B	`conf`	Goals, Tasks, and Bonds: Toward the Computational Assessment of Therapist Versus Client Perception of Working Alliance. FG Alexandria K. Vail, Jeffrey M. Girard, Lauren M. Bylsma, Jeffrey F. Cohn, Jay Fournier, Holly Swartz, Louis-Philippe Morency
2021	B	`conf`	Human-Guided Modality Informativeness for Affective States. ICMI Torsten Wörtwein, Lisa B. Sheeber, Nicholas B. Allen, Jeffrey F. Cohn, Louis-Philippe Morency
2021	A*	`conf`	Humor Knowledge Enriched Transformer for Understanding Multimodal Humor. AAAI Md. Kamrul Hasan, Sangwu Lee, Wasifur Rahman, Amir Zadeh, Rada Mihalcea, Louis-Philippe Morency, Ehsan Hoque
2021	J	`jnl`	Integrating Auxiliary Information in Self-supervised Learning. CoRR Yao-Hung Hubert Tsai, Tianqin Li, Weixin Liu, Peiyuan Liao, Ruslan Salakhutdinov, Louis-Philippe Morency
2021	—	`conf`	Learning Language and Multimodal Privacy-Preserving Markers of Mood from Mobile Data. ACL/IJCNLP (1) Paul Pu Liang, Terrance Liu, Anna Cai, Michal Muszynski, Ryo Ishii, Nicholas B. Allen, Randy Auerbach, David Brent, Ruslan Salakhutdinov, Louis-Philippe Morency
2021	J	`jnl`	Learning Language and Multimodal Privacy-Preserving Markers of Mood from Mobile Data. CoRR Paul Pu Liang, Terrance Liu, Anna Cai, Michal Muszynski, Ryo Ishii, Nicholas B. Allen, Randy Auerbach, David Brent, Ruslan Salakhutdinov, Louis-Philippe Morency
2021	B	`conf`	M2H2: A Multimodal Multiparty Hindi Dataset For Humor Recognition in Conversations. ICMI Dushyant Singh Chauhan, Gopendra Vikram Singh, Navonil Majumder, Amir Zadeh, Asif Ekbal, Pushpak Bhattacharyya, Louis-Philippe Morency, Soujanya Poria
2021	J	`jnl`	M2H2: A Multimodal Multiparty Hindi Dataset For Humor Recognition in Conversations. CoRR Dushyant Singh Chauhan, Gopendra Vikram Singh, Navonil Majumder, Amir Zadeh, Asif Ekbal, Pushpak Bhattacharyya, Louis-Philippe Morency, Soujanya Poria
2021	—	`conf`	MTAG: Modal-Temporal Attention Graph for Unaligned Human Multimodal Language Sequences. NAACL-HLT Jianing Yang, Yongxin Wang, Ruitao Yi, Yuying Zhu, Azaan Rehman, Amir Zadeh, Soujanya Poria, Louis-Philippe Morency
2021	—	`conf`	MultiBench: Multiscale Benchmarks for Multimodal Representation Learning. NeurIPS Datasets and Benchmarks Paul Pu Liang, Yiwei Lyu, Xiang Fan, Zetian Wu, Yun Cheng, Jason Wu, Leslie Chen, Peter Wu, Michelle A. Lee, Yuke Zhu, Ruslan Salakhutdinov, Louis-Philippe Morency
2021	J	`jnl`	MultiBench: Multiscale Benchmarks for Multimodal Representation Learning. CoRR Paul Pu Liang, Yiwei Lyu, Xiang Fan, Zetian Wu, Yun Cheng, Jason Wu, Leslie Chen, Peter Wu, Michelle A. Lee, Yuke Zhu, Ruslan Salakhutdinov, Louis-Philippe Morency
2021	B	`conf`	Multimodal and Multitask Approach to Listener's Backchannel Prediction: Can Prediction of Turn-changing and Turn-management Willingness Improve Backchannel Modeling? IVA Ryo Ishii, Xutong Ren, Michal Muszynski, Louis-Philippe Morency
2021	J	`jnl`	Relay Variational Inference: A Method for Accelerated Encoderless VI. CoRR Amir Zadeh, Santiago Benoit, Louis-Philippe Morency
2021	A*	`conf`	Self-supervised Learning from a Multi-view Perspective. ICLR Yao-Hung Hubert Tsai, Yue Wu, Ruslan Salakhutdinov, Louis-Philippe Morency
2021	A*	`conf`	Self-supervised Representation Learning with Relative Predictive Coding. ICLR Yao-Hung Hubert Tsai, Martin Q. Ma, Muqiao Yang, Han Zhao, Louis-Philippe Morency, Ruslan Salakhutdinov
2021	J	`jnl`	Self-supervised Representation Learning with Relative Predictive Coding. CoRR Yao-Hung Hubert Tsai, Martin Q. Ma, Muqiao Yang, Han Zhao, Louis-Philippe Morency, Ruslan Salakhutdinov
2021	A*	`conf`	Social Signals and Multimedia: Past, Present, Future. ACM Multimedia Hayley Hung, Cathal Gurrin, Martha A. Larson, Hatice Gunes, Fabien Ringeval, Elisabeth André, Louis-Philippe Morency
2021	J	`jnl`	StarNet: Gradient-free Training of Deep Generative Models using Determined System of Linear Equations. CoRR Amir Zadeh, Santiago Benoit, Louis-Philippe Morency
2021	—	`conf`	StylePTB: A Compositional Benchmark for Fine-grained Controllable Text Style Transfer. NAACL-HLT Yiwei Lyu, Paul Pu Liang, Hai Pham, Eduard H. Hovy, Barnabás Póczos, Ruslan Salakhutdinov, Louis-Philippe Morency
2021	J	`jnl`	StylePTB: A Compositional Benchmark for Fine-grained Controllable Text Style Transfer. CoRR Yiwei Lyu, Paul Pu Liang, Hai Pham, Eduard H. Hovy, Barnabás Póczos, Ruslan Salakhutdinov, Louis-Philippe Morency
2021	A*	`conf`	Towards Understanding and Mitigating Social Biases in Language Models. ICML Paul Pu Liang, Chiyu Wu, Louis-Philippe Morency, Ruslan Salakhutdinov
2021	J	`jnl`	Towards Understanding and Mitigating Social Biases in Language Models. CoRR Paul Pu Liang, Chiyu Wu, Louis-Philippe Morency, Ruslan Salakhutdinov
2021	J	`jnl`	Understanding the Tradeoffs in Client-Side Privacy for Speech Recognition. CoRR Peter Wu, Paul Pu Liang, Ruslan Salakhutdinov, Louis-Philippe Morency
2021	—	`conf`	Understanding the Tradeoffs in Client-side Privacy for Downstream Speech Tasks. APSIPA ASC Peter Wu, Paul Pu Liang, Jiatong Shi, Ruslan Salakhutdinov, Shinji Watanabe, Louis-Philippe Morency
2020	—	`conf`	CMU-MOSEAS: A Multimodal Language Dataset for Spanish, Portuguese, German and French. EMNLP (1) AmirAli Bagher Zadeh, Yansheng Cao, Smon Hessner, Paul Pu Liang, Soujanya Poria, Louis-Philippe Morency
2020	B	`conf`	Can Prediction of Turn-management Willingness Improve Turn-changing Modeling? IVA Ryo Ishii, Xutong Ren, Michal Muszynski, Louis-Philippe Morency
2020	—	`conf`	Context-Dependent Models for Predicting and Characterizing Facial Expressiveness. AffCon@AAAI Victoria Lin, Jeffrey M. Girard, Louis-Philippe Morency
2020	J	`jnl`	Cross-Modal Generalization: Learning in Low Resource Modalities via Meta-Alignment. CoRR Paul Pu Liang, Peter Wu, Liu Ziyin, Louis-Philippe Morency, Ruslan Salakhutdinov
2020	J	`jnl`	Demystifying Self-Supervised Learning: An Information-Theoretical Framework. CoRR Yao-Hung Hubert Tsai, Yue Wu, Ruslan Salakhutdinov, Louis-Philippe Morency
2020	B	`conf`	Depression Severity Assessment for Adolescents at High Risk of Mental Disorders. ICMI Michal Muszynski, Jamie Zelazny, Jeffrey M. Girard, Louis-Philippe Morency
2020	—	`conf`	Diverse and Admissible Trajectory Forecasting Through Multimodal Context Understanding. ECCV (11) Seong Hyeon Park, Gyubok Lee, Jimin Seo, Manoj Bhat, Minseok Kang, Jonathan Francis, Ashwin R. Jadhav, Paul Pu Liang, Louis-Philippe Morency
2020	J	`jnl`	Diverse and Admissible Trajectory Forecasting through Multimodal Context Understanding. CoRR Seong Hyeon Park, Gyubok Lee, Manoj Bhat, Jimin Seo, Minseok Kang, Jonathan Francis, Ashwin R. Jadhav, Paul Pu Liang, Louis-Philippe Morency
2020	J	`jnl`	Foundations of Multimodal Co-learning. Inf. Fusion Amir Zadeh, Paul Pu Liang, Louis-Philippe Morency
2020	B	`conf`	Impact of Personality on Nonverbal Behavior Generation. IVA Ryo Ishii, Chaitanya Ahuja, Yukiko I. Nakano, Louis-Philippe Morency
2020	J	`jnl`	Improving Aspect-Level Sentiment Analysis with Aspect Extraction. CoRR Navonil Majumder, Rishabh Bhardwaj, Soujanya Poria, Amir Zadeh, Alexander F. Gelbukh, Amir Hussain, Louis-Philippe Morency
2020	A*	`conf`	Integrating Multimodal Information in Large Pretrained Transformers. ACL Wasifur Rahman, Md. Kamrul Hasan, Sangwu Lee, AmirAli Bagher Zadeh, Chengfeng Mao, Louis-Philippe Morency, Mohammed E. Hoque
2020	J	`jnl`	Interpretable Multimodal Routing for Human Multimodal Language. CoRR Yao-Hung Hubert Tsai, Martin Q. Ma, Muqiao Yang, Ruslan Salakhutdinov, Louis-Philippe Morency
2020	A*	`conf`	Language to Network: Conditional Parameter Adaptation with Natural Language Descriptions. ACL Tian Jin, Zhun Liu, Shengjia Yan, Alexandre E. Eichenberger, Louis-Philippe Morency
2020	J	`jnl`	Learning Not to Learn in the Presence of Noisy Labels. CoRR Liu Ziyin, Blair Chen, Ru Wang, Paul Pu Liang, Ruslan Salakhutdinov, Louis-Philippe Morency, Masahito Ueda
2020	J	`jnl`	MTGAT: Multimodal Temporal Graph Attention Networks for Unaligned Human Multimodal Language Sequences. CoRR Jianing Yang, Yongxin Wang, Ruitao Yi, Yuying Zhu, Azaan Rehman, Amir Zadeh, Soujanya Poria, Louis-Philippe Morency
2020	J	`jnl`	Multimodal Privacy-preserving Mood Prediction from Mobile Data: A Preliminary Study. CoRR Terrance Liu, Paul Pu Liang, Michal Muszynski, Ryo Ishii, David Brent, Randy Auerbach, Nicholas B. Allen, Louis-Philippe Morency
2020	—	`conf`	Multimodal Routing: Improving Local and Global Interpretability of Multimodal Language Analysis. EMNLP (1) Yao-Hung Hubert Tsai, Martin Q. Ma, Muqiao Yang, Ruslan Salakhutdinov, Louis-Philippe Morency
2020	A*	`conf`	Neural Methods for Point-wise Dependency Estimation. NeurIPS Yao-Hung Hubert Tsai, Han Zhao, Makoto Yamada, Louis-Philippe Morency, Ruslan Salakhutdinov
2020	J	`jnl`	Neural Methods for Point-wise Dependency Estimation. CoRR Yao-Hung Hubert Tsai, Han Zhao, Makoto Yamada, Louis-Philippe Morency, Ruslan Salakhutdinov
2020	—	`conf`	No Gestures Left Behind: Learning Relationships between Spoken Language and Freeform Gestures. EMNLP (Findings) Chaitanya Ahuja, Dong Won Lee, Ryo Ishii, Louis-Philippe Morency
2020	A	`conf`	On Emergent Communication in Competitive Multi-Agent Teams. AAMAS Paul Pu Liang, Jeffrey Chen, Ruslan Salakhutdinov, Louis-Philippe Morency, Satwik Kottur
2020	J	`jnl`	On Emergent Communication in Competitive Multi-Agent Teams. CoRR Paul Pu Liang, Jeffrey Chen, Ruslan Salakhutdinov, Louis-Philippe Morency, Satwik Kottur
2020	A*	`conf`	Refer360$^\circ$: A Referring Expression Recognition Dataset in 360$^\circ$ Images. ACL Volkan Cirik, Taylor Berg-Kirkpatrick, Louis-Philippe Morency
2020	B	`conf`	Simple and Effective Approaches for Uncertainty Prediction in Facial Action Unit Intensity Regression. FG Torsten Wörtwein, Louis-Philippe Morency
2020	J	`jnl`	Style Transfer for Co-Speech Gesture Animation: A Multi-Speaker Conditional-Mixture Approach. CoRR Chaitanya Ahuja, Dong Won Lee, Yukiko I. Nakano, Louis-Philippe Morency
2020	—	`conf`	Style Transfer for Co-speech Gesture Animation: A Multi-speaker Conditional-Mixture Approach. ECCV (18) Chaitanya Ahuja, Dong Won Lee, Yukiko I. Nakano, Louis-Philippe Morency
2020	J	`jnl`	Think Locally, Act Globally: Federated Learning with Local and Global Representations. CoRR Paul Pu Liang, Terrance Liu, Liu Ziyin, Ruslan Salakhutdinov, Louis-Philippe Morency
2020	B	`conf`	Toward Multimodal Modeling of Emotional Expressiveness. ICMI Victoria Lin, Jeffrey M. Girard, Michael A. Sayette, Louis-Philippe Morency
2020	J	`jnl`	Toward Multimodal Modeling of Emotional Expressiveness. CoRR Victoria Lin, Jeffrey M. Girard, Michael A. Sayette, Louis-Philippe Morency
2020	A*	`conf`	Towards Debiasing Sentence Representations. ACL Paul Pu Liang, Irene Mengze Li, Emily Zheng, Yao Chong Lim, Ruslan Salakhutdinov, Louis-Philippe Morency
2020	J	`jnl`	Towards Debiasing Sentence Representations. CoRR Paul Pu Liang, Irene Mengze Li, Emily Zheng, Yao Chong Lim, Ruslan Salakhutdinov, Louis-Philippe Morency
2020	J	`jnl`	Unsupervised Domain Adaptation for Visual Navigation. CoRR Shangda Li, Devendra Singh Chaplot, Yao-Hung Hubert Tsai, Yue Wu, Louis-Philippe Morency, Ruslan Salakhutdinov
2020	J	`jnl`	What Gives the Answer Away? Question Answering Bias Analysis on Video QA Datasets. CoRR Jianing Yang, Yuying Zhu, Yongxin Wang, Ruitao Yi, Amir Zadeh, Louis-Philippe Morency
2019	A	`conf`	Bag-of-Acoustic-Words for Mental Health Assessment: A Deep Autoencoding Approach. INTERSPEECH Wenchao Du, Louis-Philippe Morency, Jeffrey F. Cohn, Alan W. Black
2019	J	`jnl`	Context-Dependent Models for Predicting and Characterizing Facial Expressiveness. CoRR Victoria Lin, Jeffrey M. Girard, Louis-Philippe Morency
2019	A*	`conf`	Deep Gamblers: Learning to Abstain with Portfolio Theory. NeurIPS Liu Ziyin, Zhikang Wang, Paul Pu Liang, Ruslan Salakhutdinov, Louis-Philippe Morency, Masahito Ueda
2019	J	`jnl`	Deep Gamblers: Learning to Abstain with Portfolio Theory. CoRR Liu Ziyin, Zhikang Wang, Paul Pu Liang, Ruslan Salakhutdinov, Louis-Philippe Morency, Masahito Ueda
2019	B	`conf`	ElderReact: A Multimodal Dataset for Recognizing Emotional Response in Aging Adults. ICMI Kaixin Ma, Xinyu Wang, Xinru Yang, Mingtong Zhang, Jeffrey M. Girard, Louis-Philippe Morency
2019	J	`jnl`	Factorized Multimodal Transformer for Multimodal Sequential Learning. CoRR Amir Zadeh, Chengfeng Mao, Kelly Shi, Yiwei Zhang, Paul Pu Liang, Soujanya Poria, Louis-Philippe Morency
2019	A*	`conf`	Found in Translation: Learning Robust Joint Representations by Cyclic Translations between Modalities. AAAI Hai Pham, Paul Pu Liang, Thomas Manzini, Louis-Philippe Morency, Barnabás Póczos
2019	—	`conf`	Induced Attention Invariance: Defending VQA Models against Adversarial Attacks. ViGIL@NeurIPS Vasu Sharma, Ankita Kalra, Louis-Philippe Morency
2019	—	`conf`	Language2Pose: Natural Language Grounded Pose Forecasting. 3DV Chaitanya Ahuja, Louis-Philippe Morency
2019	J	`jnl`	Language2Pose: Natural Language Grounded Pose Forecasting. CoRR Chaitanya Ahuja, Louis-Philippe Morency
2019	—	`conf`	Learning Factorized Multimodal Representations. ICLR (Poster) Yao-Hung Hubert Tsai, Paul Pu Liang, Amir Zadeh, Louis-Philippe Morency, Ruslan Salakhutdinov
2019	J	`jnl`	Learning Pose-Aware Models for Pose-Invariant Face Recognition in the Wild. IEEE Trans. Pattern Anal. Mach. Intell. Iacopo Masi, Feng-Ju Chang, Jongmoo Choi, Shai Harel, Jungyeon Kim, KangGeon Kim, Jatuporn Toy Leksut, Stephen Rawls, Yue Wu, Tal Hassner, Wael AbdAlmageed, Gérard G. Medioni, Louis-Philippe Morency, Prem Natarajan, Ram Nevatia
2019	—	`conf`	Learning Representations from Imperfect Time Series Data via Tensor Rank Regularization. ACL (1) Paul Pu Liang, Zhun Liu, Yao-Hung Hubert Tsai, Qibin Zhao, Ruslan Salakhutdinov, Louis-Philippe Morency
2019	J	`jnl`	Learning Representations from Imperfect Time Series Data via Tensor Rank Regularization. CoRR Paul Pu Liang, Zhun Liu, Yao-Hung Hubert Tsai, Qibin Zhao, Ruslan Salakhutdinov, Louis-Philippe Morency
2019	J	`jnl`	M-BERT: Injecting Multimodal Information in the BERT Structure. CoRR Wasifur Rahman, Md. Kamrul Hasan, Amir Zadeh, Louis-Philippe Morency, Mohammed Ehsan Hoque
2019	B	`conf`	Multimodal Behavioral Markers Exploring Suicidal Intent in Social Media Videos. ICMI Ankit Parag Shah, Vasu Sharma, Vaibhav Vaibhav, Mahmoud Alismail, Louis-Philippe Morency
2019	J	`jnl`	Multimodal Machine Learning: A Survey and Taxonomy. IEEE Trans. Pattern Anal. Mach. Intell. Tadas Baltrusaitis, Chaitanya Ahuja, Louis-Philippe Morency
2019	—	`conf`	Multimodal Transformer for Unaligned Multimodal Language Sequences. ACL (1) Yao-Hung Hubert Tsai, Shaojie Bai, Paul Pu Liang, J. Zico Kolter, Louis-Philippe Morency, Ruslan Salakhutdinov
2019	J	`jnl`	Multimodal Transformer for Unaligned Multimodal Language Sequences. CoRR Yao-Hung Hubert Tsai, Shaojie Bai, Paul Pu Liang, J. Zico Kolter, Louis-Philippe Morency, Ruslan Salakhutdinov
2019	A*	`conf`	PANEL: Challenges for Multimedia/Multimodal Research in the Next Decade. ACM Multimedia Shih-Fu Chang, Louis-Philippe Morency, Alexander G. Hauptmann, Alberto Del Bimbo, Cathal Gurrin, Hayley Hung, Heng Ji, Alan F. Smeaton
2019	J	`jnl`	Pseudo-Encoded Stochastic Variational Inference. CoRR Amir Zadeh, Smon Hessner, Yao Chong Lim, Louis-Philippe Morency
2019	B	`conf`	Reconsidering the Duchenne Smile: Indicator of Positive Emotion or Artifact of Smile Intensity? ACII Jeffrey M. Girard, Gayatri Shandar, Zhun Liu, Jeffrey F. Cohn, Lijun Yin, Louis-Philippe Morency
2019	J	`jnl`	Report of 2017 NSF Workshop on Multimedia Challenges, Opportunities and Research Roadmaps. CoRR Shih-Fu Chang, Alexander G. Hauptmann, Louis-Philippe Morency, Sameer K. Antani, Dick C. A. Bulterman, Carlos Busso, Joyce Yue Chai, Julia Hirschberg, Ramesh C. Jain, Ketan Mayer-Patel, Reuven Meth, Raymond J. Mooney, Klara Nahrstedt, Shrikanth S. Narayanan, Prem Natarajan, Sharon L. Oviatt, Balakrishnan Prabhakaran, Arnold W. M. Smeulders, Hari Sundaram, Zhengyou Zhang, Michelle X. Zhou
2019	J	`jnl`	Sensing Affective Response to Visual Narratives. IEEE Comput. Intell. Mag. Mihai Burzo, Verónica Pérez-Rosas, Daniel McDuff, Louis-Philippe Morency, Alexis Narvaez, Rada Mihalcea
2019	A*	`conf`	Social-IQ: A Question Answering Benchmark for Artificial Social Intelligence. CVPR Amir Zadeh, Michael Chan, Paul Pu Liang, Edmund Tong, Louis-Philippe Morency
2019	J	`jnl`	Spontaneous smile intensity estimation by fusing saliency maps and convolutional neural networks. J. Electronic Imaging Qinglan Wei, Elif Bozkurt, Louis-Philippe Morency, Bo Sun
2019	—	`conf`	Strong and Simple Baselines for Multimodal Utterance Embeddings. NAACL-HLT (1) Paul Pu Liang, Yao Chong Lim, Yao-Hung Hubert Tsai, Ruslan Salakhutdinov, Louis-Philippe Morency
2019	J	`jnl`	Strong and Simple Baselines for Multimodal Utterance Embeddings. CoRR Paul Pu Liang, Yao Chong Lim, Yao-Hung Hubert Tsai, Ruslan Salakhutdinov, Louis-Philippe Morency
2019	B	`conf`	To React or not to React: End-to-End Visual Pose Forecasting for Personalized Avatar during Dyadic Conversations. ICMI Chaitanya Ahuja, Shugao Ma, Louis-Philippe Morency, Yaser Sheikh
2019	J	`jnl`	To React or not to React: End-to-End Visual Pose Forecasting for Personalized Avatar during Dyadic Conversations. CoRR Chaitanya Ahuja, Shugao Ma, Louis-Philippe Morency, Yaser Sheikh
2019	—	`conf`	Transformer Dissection: An Unified Understanding for Transformer's Attention via the Lens of Kernel. EMNLP/IJCNLP (1) Yao-Hung Hubert Tsai, Shaojie Bai, Makoto Yamada, Louis-Philippe Morency, Ruslan Salakhutdinov
2019	J	`jnl`	Transformer Dissection: An Unified Understanding for Transformer's Attention via the Lens of Kernel. CoRR Yao-Hung Hubert Tsai, Shaojie Bai, Makoto Yamada, Louis-Philippe Morency, Ruslan Salakhutdinov
2019	—	`conf`	UR-FUNNY: A Multimodal Language Dataset for Understanding Humor. EMNLP/IJCNLP (1) Md. Kamrul Hasan, Wasifur Rahman, AmirAli Bagher Zadeh, Jianyuan Zhong, Md. Iftekhar Tanveer, Louis-Philippe Morency, Mohammed (Ehsan) Hoque
2019	J	`jnl`	UR-FUNNY: A Multimodal Language Dataset for Understanding Humor. CoRR Md. Kamrul Hasan, Wasifur Rahman, Amir Zadeh, Jianyuan Zhong, Md. Iftekhar Tanveer, Louis-Philippe Morency, Mohammed E. Hoque
2019	J	`jnl`	Variational Auto-Decoder. CoRR Amir Zadeh, Yao Chong Lim, Paul Pu Liang, Louis-Philippe Morency
2019	A*	`conf`	Video Relationship Reasoning Using Gated Spatio-Temporal Energy Graph. CVPR Yao-Hung Hubert Tsai, Santosh Kumar Divvala, Louis-Philippe Morency, Ruslan Salakhutdinov, Ali Farhadi
2019	J	`jnl`	Video Relationship Reasoning using Gated Spatio-Temporal Energy Graph. CoRR Yao-Hung Hubert Tsai, Santosh Kumar Divvala, Louis-Philippe Morency, Ruslan Salakhutdinov, Ali Farhadi
2019	J	`jnl`	WildMix Dataset and Spectro-Temporal Transformer Model for Monoaural Audio Source Separation. CoRR Amir Zadeh, Tianjun Ma, Soujanya Poria, Louis-Philippe Morency
2019	A*	`conf`	Words Can Shift: Dynamically Adjusting Word Representations Using Nonverbal Behaviors. AAAI Yansen Wang, Ying Shen, Zhun Liu, Paul Pu Liang, Amir Zadeh, Louis-Philippe Morency
2018	—	`ch.`	Challenges and applications in multimodal machine learning. The Handbook of Multimodal-Multisensor Interfaces, Volume 2 (2) Tadas Baltrusaitis, Chaitanya Ahuja, Louis-Philippe Morency
2018	—	`conf`	Conversational Memory Network for Emotion Recognition in Dyadic Dialogue Videos. NAACL-HLT Devamanyu Hazarika, Soujanya Poria, Amir Zadeh, Erik Cambria, Louis-Philippe Morency, Roger Zimmermann
2018	B	`conf`	Edge Convolutional Network for Facial Action Intensity Estimation. FG Liandong Li, Tadas Baltrusaitis, Bo Sun, Louis-Philippe Morency
2018	—	`conf`	Efficient Low-rank Multimodal Fusion With Modality-Specific Factors. ACL (1) Zhun Liu, Ying Shen, Varun Bharadhwaj Lakshminarasimhan, Paul Pu Liang, Amir Zadeh, Louis-Philippe Morency
2018	J	`jnl`	Efficient Low-rank Multimodal Fusion with Modality-Specific Factors. CoRR Zhun Liu, Ying Shen, Varun Bharadhwaj Lakshminarasimhan, Paul Pu Liang, Amir Zadeh, Louis-Philippe Morency
2018	A	`conf`	Factorized Convolutional Networks: Unsupervised Fine-Tuning for Image Clustering. WACV Liang-Yan Gui, Liangke Gui, Yu-Xiong Wang, Louis-Philippe Morency, José M. F. Moura
2018	J	`jnl`	Found in Translation: Learning Robust Joint Representations by Cyclic Translations Between Modalities. CoRR Hai Pham, Paul Pu Liang, Thomas Manzini, Louis-Philippe Morency, Barnabás Póczos
2018	J	`jnl`	GazeDirector: Fully Articulated Eye Gaze Redirection in Video. Comput. Graph. Forum Erroll Wood, Tadas Baltrusaitis, Louis-Philippe Morency, Peter Robinson, Andreas Bulling
2018	A*	`conf`	Lattice Recurrent Unit: Improving Convergence and Statistical Efficiency for Sequence Modeling. AAAI Chaitanya Ahuja, Louis-Philippe Morency
2018	J	`jnl`	Learning Factorized Multimodal Representations. CoRR Yao-Hung Hubert Tsai, Paul Pu Liang, Amir Zadeh, Louis-Philippe Morency, Ruslan Salakhutdinov
2018	A*	`conf`	Memory Fusion Network for Multi-view Sequential Learning. AAAI Amir Zadeh, Paul Pu Liang, Navonil Mazumder, Soujanya Poria, Erik Cambria, Louis-Philippe Morency
2018	J	`jnl`	Memory Fusion Network for Multi-view Sequential Learning. CoRR Amir Zadeh, Paul Pu Liang, Navonil Mazumder, Soujanya Poria, Erik Cambria, Louis-Philippe Morency
2018	A*	`conf`	Multi-attention Recurrent Network for Human Communication Comprehension. AAAI Amir Zadeh, Paul Pu Liang, Soujanya Poria, Prateek Vij, Erik Cambria, Louis-Philippe Morency
2018	J	`jnl`	Multi-attention Recurrent Network for Human Communication Comprehension. CoRR Amir Zadeh, Paul Pu Liang, Soujanya Poria, Prateek Vij, Erik Cambria, Louis-Philippe Morency
2018	—	`conf`	Multimodal Language Analysis in the Wild: CMU-MOSEI Dataset and Interpretable Dynamic Fusion Graph. ACL (1) Amir Zadeh, Paul Pu Liang, Soujanya Poria, Erik Cambria, Louis-Philippe Morency
2018	A*	`conf`	Multimodal Language Analysis with Recurrent Multistage Fusion. EMNLP Paul Pu Liang, Ziyin Liu, Amir Zadeh, Louis-Philippe Morency
2018	J	`jnl`	Multimodal Language Analysis with Recurrent Multistage Fusion. CoRR Paul Pu Liang, Ziyin Liu, Amir Zadeh, Louis-Philippe Morency
2018	B	`conf`	Multimodal Local-Global Ranking Fusion for Emotion Recognition. ICMI Paul Pu Liang, Amir Zadeh, Louis-Philippe Morency
2018	J	`jnl`	Multimodal Local-Global Ranking Fusion for Emotion Recognition. CoRR Paul Pu Liang, Amir Zadeh, Louis-Philippe Morency
2018	A	`conf`	Multimodal Polynomial Fusion for Detecting Driver Distraction. INTERSPEECH Yulun Du, Alan W. Black, Louis-Philippe Morency, Maxine Eskénazi
2018	J	`jnl`	Multimodal Polynomial Fusion for Detecting Driver Distraction. CoRR Yulun Du, Chirag Raman, Alan W. Black, Louis-Philippe Morency, Maxine Eskénazi
2018	J	`jnl`	Multimodal Sentiment Analysis with Word-Level Fusion and Reinforcement Learning. CoRR Minghai Chen, Sen Wang, Paul Pu Liang, Tadas Baltrusaitis, Amir Zadeh, Louis-Philippe Morency
2018	B	`conf`	OpenFace 2.0: Facial Behavior Analysis Toolkit. FG Tadas Baltrusaitis, Amir Zadeh, Yao Chong Lim, Louis-Philippe Morency
2018	—	`ch.`	Perspectives on predictive power of multimodal deep learning: surprises and future directions. The Handbook of Multimodal-Multisensor Interfaces, Volume 2 (2) Samy Bengio, Li Deng, Louis-Philippe Morency, Björn W. Schuller
2018	A*	`conf`	Speaker-Follower Models for Vision-and-Language Navigation. NeurIPS Daniel Fried, Ronghang Hu, Volkan Cirik, Anna Rohrbach, Jacob Andreas, Louis-Philippe Morency, Taylor Berg-Kirkpatrick, Kate Saenko, Dan Klein, Trevor Darrell
2018	J	`jnl`	Speaker-Follower Models for Vision-and-Language Navigation. CoRR Daniel Fried, Ronghang Hu, Volkan Cirik, Anna Rohrbach, Jacob Andreas, Louis-Philippe Morency, Taylor Berg-Kirkpatrick, Kate Saenko, Dan Klein, Trevor Darrell
2018	B	`conf`	Toward Objective, Multifaceted Characterization of Psychotic Disorders: Lexical, Structural, and Disfluency Markers of Spoken Language. ICMI Alexandria K. Vail, Elizabeth S. Liebson, Justin T. Baker, Louis-Philippe Morency
2018	B	`conf`	Toward Visual Behavior Markers of Suicidal Ideation. FG Naomi Eigbe, Tadas Baltrusaitis, Louis-Philippe Morency, John Pestian
2018	A*	`conf`	Using Syntax to Ground Referring Expressions in Natural Images. AAAI Volkan Cirik, Taylor Berg-Kirkpatrick, Louis-Philippe Morency
2018	J	`jnl`	Using Syntax to Ground Referring Expressions in Natural Images. CoRR Volkan Cirik, Taylor Berg-Kirkpatrick, Louis-Philippe Morency
2018	—	`conf`	Visual Referring Expression Recognition: What Do Systems Actually Learn? NAACL-HLT (2) Volkan Cirik, Louis-Philippe Morency, Taylor Berg-Kirkpatrick
2018	J	`jnl`	Visual Referring Expression Recognition: What Do Systems Actually Learn? CoRR Volkan Cirik, Louis-Philippe Morency, Taylor Berg-Kirkpatrick
2018	J	`jnl`	Words Can Shift: Dynamically Adjusting Word Representations Using Nonverbal Behaviors. CoRR Yansen Wang, Ying Shen, Zhun Liu, Paul Pu Liang, Amir Zadeh, Louis-Philippe Morency
2017	J	`jnl`	Adolescent Suicidal Risk Assessment in Clinician-Patient Interaction. IEEE Trans. Affect. Comput. Verena Venek, Stefan Scherer, Louis-Philippe Morency, Albert Skip Rizzo, John Pestian
2017	—	`conf`	Affect-LM: A Neural Language Model for Customizable Affective Text Generation. ACL (1) Sayan Ghosh, Mathieu Chollet, Eugene Laksana, Louis-Philippe Morency, Stefan Scherer
2017	J	`jnl`	Affect-LM: A Neural Language Model for Customizable Affective Text Generation. CoRR Sayan Ghosh, Mathieu Chollet, Eugene Laksana, Louis-Philippe Morency, Stefan Scherer
2017	B	`conf`	Automatically predicting human knowledgeability through non-verbal cues. ICMI Abdelwahab Bourai, Tadas Baltrusaitis, Louis-Philippe Morency
2017	J	`jnl`	Combating Human Trafficking with Deep Multimodal Models. CoRR Edmund Tong, Amir Zadeh, Cara Jones, Louis-Philippe Morency
2017	—	`conf`	Combating Human Trafficking with Multimodal Deep Models. ACL (1) Edmund Tong, Amir Zadeh, Cara Jones, Louis-Philippe Morency
2017	—	`conf`	Combining Sequential Geometry and Texture Features for Distinguishing Genuine and Deceptive Emotions. ICCV Workshops Liandong Li, Tadas Baltrusaitis, Bo Sun, Louis-Philippe Morency
2017	A	`conf`	Computational Analysis of Acoustic Descriptors in Psychotic Patients. INTERSPEECH Torsten Wörtwein, Tadas Baltrusaitis, Eugene Laksana, Luciana Pennant, Elizabeth S. Liebson, Dost Öngür, Justin T. Baker, Louis-Philippe Morency
2017	B	`conf`	Constrained Ensemble Initialization for Facial Landmark Tracking in Video. FG Christy Yuan Li, Tadas Baltrusaitis, Louis-Philippe Morency
2017	—	`conf`	Context-Dependent Sentiment Analysis in User-Generated Videos. ACL (1) Soujanya Poria, Erik Cambria, Devamanyu Hazarika, Navonil Majumder, Amir Zadeh, Louis-Philippe Morency
2017	—	`conf`	Convolutional Experts Constrained Local Model for 3D Facial Landmark Detection. ICCV Workshops Amir Zadeh, Yao Chong Lim, Tadas Baltrusaitis, Louis-Philippe Morency
2017	—	`conf`	Convolutional Experts Constrained Local Model for Facial Landmark Detection. CVPR Workshops Amir Zadeh, Tadas Baltrusaitis, Louis-Philippe Morency
2017	B	`conf`	Curriculum Learning for Facial Expression Recognition. FG Liangke Gui, Tadas Baltrusaitis, Louis-Philippe Morency
2017	J	`jnl`	Deducing the severity of psychiatric symptoms from the human voice. CoRR Rita Singh, Justin T. Baker, Luciana Pennant, Louis-Philippe Morency
2017	—	`conf`	Exceptionally Social: Design of an Avatar-Mediated Interactive System for Promoting Social Skills in Children with Autism. CHI Extended Abstracts Behnaz Nojavanasghari, Charles E. Hughes, Louis-Philippe Morency
2017	J	`jnl`	GazeDirector: Fully Articulated Eye Gaze Redirection in Video. CoRR Erroll Wood, Tadas Baltrusaitis, Louis-Philippe Morency, Peter Robinson, Andreas Bulling
2017	J	`jnl`	Hand2Face: Automatic Synthesis and Recognition of Hand Over Face Occlusions. CoRR Behnaz Nojavanasghari, Charles E. Hughes, Tadas Baltrusaitis, Louis-Philippe Morency
2017	B	`conf`	Hand2Face: Automatic synthesis and recognition of hand over face occlusions. ACII Behnaz Nojavanasghari, Charles E. Hughes, Tadas Baltrusaitis, Louis-Philippe Morency
2017	A*	`conf`	Integrating Verbal and Nonvebval Input into a Dynamic Response Spoken Dialogue System. AAAI Ting-Yao Hu, Chirag Raman, Salvador Medina Maza, Liangke Gui, Tadas Baltrusaitis, Robert E. Frederking, Louis-Philippe Morency, Alan W. Black, Maxine Eskénazi
2017	B	`conf`	Investigating Facial Behavior Indicators of Suicidal Ideation. FG Eugene Laksana, Tadas Baltrusaitis, Louis-Philippe Morency, John P. Pestian
2017	J	`jnl`	Lattice Recurrent Unit: Improving Convergence and Statistical Efficiency for Sequence Modeling. CoRR Chaitanya Ahuja, Louis-Philippe Morency
2017	B	`conf`	Local-Global Landmark Confidences for Face Recognition. FG KangGeon Kim, Feng-Ju Chang, Jongmoo Choi, Louis-Philippe Morency, Ramakant Nevatia, Gérard G. Medioni
2017	B	`conf`	Local-global ranking for facial expression intensity estimation. ACII Tadas Baltrusaitis, Liandong Li, Louis-Philippe Morency
2017	A*	`conf`	Multi-level Multiple Attentions for Contextual Multimodal Sentiment Analysis. ICDM Soujanya Poria, Erik Cambria, Devamanyu Hazarika, Navonil Majumder, Amir Zadeh, Louis-Philippe Morency
2017	J	`jnl`	MultiSense - Context-Aware Nonverbal Behavior Analysis Framework: A Psychological Distress Use Case. IEEE Trans. Affect. Comput. Giota Stratou, Louis-Philippe Morency
2017	J	`jnl`	Multimodal Machine Learning: A Survey and Taxonomy. CoRR Tadas Baltrusaitis, Chaitanya Ahuja, Louis-Philippe Morency
2017	—	`conf`	Multimodal Machine Learning: Integrating Language, Vision and Speech. ACL (Tutorial Abstracts) Louis-Philippe Morency, Tadas Baltrusaitis
2017	B	`conf`	Multimodal sentiment analysis with word-level fusion and reinforcement learning. ICMI Minghai Chen, Sen Wang, Paul Pu Liang, Tadas Baltrusaitis, Amir Zadeh, Louis-Philippe Morency
2017	J	`jnl`	Preserving Intermediate Objectives: One Simple Trick to Improve Learning for Hierarchical Models. CoRR Abhilasha Ravichander, Shruti Rijhwani, Rajat Kulshreshtha, Chirag Nagpal, Tadas Baltrusaitis, Louis-Philippe Morency
2017	J	`jnl`	Reporting Mental Health Symptoms: Breaking Down Barriers to Care with Virtual Human Interviewers. Frontiers Robotics AI Gale M. Lucas, Albert A. Rizzo, Jonathan Gratch, Stefan Scherer, Giota Stratou, Jill Boberg, Louis-Philippe Morency
2017	A	`conf`	Select-additive learning: Improving generalization in multimodal sentiment analysis. ICME Haohan Wang, Aaksha Meghawat, Louis-Philippe Morency, Eric P. Xing
2017	A*	`conf`	Temporal Attention-Gated Model for Robust Sequence Classification. CVPR Wenjie Pei, Tadas Baltrusaitis, David M. J. Tax, Louis-Philippe Morency
2017	A*	`conf`	Temporally Selective Attention Model for Social and Affective State Recognition in Multimedia Content. ACM Multimedia Hongliang Yu, Liangke Gui, Michael A. Madaio, Amy Ogan, Justine Cassell, Louis-Philippe Morency
2017	A*	`conf`	Tensor Fusion Network for Multimodal Sentiment Analysis. EMNLP Amir Zadeh, Minghai Chen, Soujanya Poria, Erik Cambria, Louis-Philippe Morency
2017	J	`jnl`	Tensor Fusion Network for Multimodal Sentiment Analysis. CoRR Amir Zadeh, Minghai Chen, Soujanya Poria, Erik Cambria, Louis-Philippe Morency
2017	B	`conf`	Visual attention in schizophrenia: Eye contact and gaze aversion during clinical interactions. ACII Alexandria Katarina Vail, Tadas Baltrusaitis, Luciana Pennant, Elizabeth S. Liebson, Justin T. Baker, Louis-Philippe Morency
2016	—	`conf`	A 3D Morphable Eye Region Model for Gaze Estimation. ECCV (1) Erroll Wood, Tadas Baltrusaitis, Louis-Philippe Morency, Peter Robinson, Andreas Bulling
2016	—	`conf`	A 3D Morphable Model of the Eye Region. Eurographics (Posters) Erroll Wood, Tadas Baltrusaitis, Louis-Philippe Morency, Peter Robinson, Andreas Bulling
2016	B	`conf`	A Multimodal Corpus for the Assessment of Public Speaking Ability and Anxiety. LREC Mathieu Chollet, Torsten Wörtwein, Louis-Philippe Morency, Stefan Scherer
2016	—	`conf`	An unsupervised approach to glottal inverse filtering. EUSIPCO Sayan Ghosh, Eugene Laksana, Louis-Philippe Morency, Stefan Scherer
2016	—	`conf`	Automatic Behavior Analysis During a Clinical Interview with a Virtual Human. MMVR Albert A. Rizzo, Gale M. Lucas, Jonathan Gratch, Giota Stratou, Louis-Philippe Morency, Kenneth Chavez, Russ Shilling, Stefan Scherer
2016	J	`jnl`	Deep Constrained Local Models for Facial Landmark Detection. CoRR Amir Zadeh, Tadas Baltrusaitis, Louis-Philippe Morency
2016	B	`conf`	Deep multimodal fusion for persuasiveness prediction. ICMI Behnaz Nojavanasghari, Deepak Gopinath, Jayanth Koushik, Tadas Baltrusaitis, Louis-Philippe Morency
2016	B	`conf`	EmoReact: a multimodal approach and dataset for recognizing emotional responses in children. ICMI Behnaz Nojavanasghari, Tadas Baltrusaitis, Charles E. Hughes, Louis-Philippe Morency
2016	—	`conf`	Extending Long Short-Term Memory for Multi-View Structured Learning. ECCV (7) Shyam Sundar Rajagopalan, Louis-Philippe Morency, Tadas Baltrusaitis, Roland Goecke
2016	A	`conf`	Holistically Constrained Local Model: Going Beyond Frontal Poses for Facial Landmark Detection. BMVC KangGeon Kim, Tadas Baltrusaitis, Amir Zadeh, Louis-Philippe Morency, Gérard G. Medioni
2016	—	`conf`	Keynote - Modeling Human Communication Dynamics. SIGDIAL Conference Louis-Philippe Morency
2016	B	`conf`	Learning an appearance-based gaze estimator from one million synthesised images. ETRA Erroll Wood, Tadas Baltrusaitis, Louis-Philippe Morency, Peter Robinson, Andreas Bulling
2016	J	`jnl`	MOSI: Multimodal Corpus of Sentiment Intensity and Subjectivity Analysis in Online Opinion Videos. CoRR Amir Zadeh, Rowan Zellers, Eli Pincus, Louis-Philippe Morency
2016	B	`conf`	Manipulating the Perception of Virtual Audiences Using Crowdsourced Behaviors. IVA Mathieu Chollet, Nithin Chandrashekhar, Ari Shapiro, Louis-Philippe Morency, Stefan Scherer
2016	J	`jnl`	Multimodal Analysis and Prediction of Persuasiveness in Online Social Multimedia. ACM Trans. Interact. Intell. Syst. Sunghyun Park, Han Suk Shim, Moitreya Chatterjee, Kenji Sagae, Louis-Philippe Morency
2016	J	`jnl`	Multimodal Sentiment Intensity Analysis in Videos: Facial Gestures and Verbal Messages. IEEE Intell. Syst. Amir Zadeh, Rowan Zellers, Eli Pincus, Louis-Philippe Morency
2016	A	`conf`	OpenFace: An open source facial behavior analysis toolkit. WACV Tadas Baltrusaitis, Peter Robinson, Louis-Philippe Morency
2016	B	`ed.`	Proceedings of the 18th ACM International Conference on Multimodal Interaction, ICMI 2016, Tokyo, Japan, November 12-16, 2016 ICMI Yukiko I. Nakano, Elisabeth André, Toyoaki Nishida, Louis-Philippe Morency, Carlos Busso, Catherine Pelachaud
2016	A	`conf`	Recognizing Human Actions in the Motion Trajectories of Shapes. IUI Melissa Roemmele, Soja-Marie Morgens, Andrew S. Gordon, Louis-Philippe Morency
2016	A	`conf`	Representation Learning for Speech Emotion Recognition. INTERSPEECH Sayan Ghosh, Eugene Laksana, Louis-Philippe Morency, Stefan Scherer
2016	B	`conf`	Riding an emotional roller-coaster: A multimodal study of young child's math problem solving activities. EDM Lujie Chen, Xin Li, Zhuyun Xia, Zhanmei Song, Louis-Philippe Morency, Artur Dubrawski
2016	J	`jnl`	Select-Additive Learning: Improving Cross-individual Generalization in Multimodal Sentiment Analysis. CoRR Haohan Wang, Aaksha Meghawat, Louis-Philippe Morency, Eric P. Xing
2016	J	`jnl`	Self-Reported Symptoms of Depression and PTSD Are Associated with Reduced Vowel Space in Screening Interviews. IEEE Trans. Affect. Comput. Stefan Scherer, Gale M. Lucas, Jonathan Gratch, Albert Skip Rizzo, Louis-Philippe Morency
2016	J	`jnl`	Temporal Attention-Gated Model for Robust Sequence Classification. CoRR Wenjie Pei, Tadas Baltrusaitis, David M. J. Tax, Louis-Philippe Morency
2016	—	`conf`	The Future Belongs to the Curious: Towards Automatic Understanding and Recognition of Curiosity in Children. WOCCI Behnaz Nojavanasghari, Tadas Baltrusaitis, Charles E. Hughes, Louis-Philippe Morency
2016	A*	`conf`	Unsupervised Text Recap Extraction for TV Series. EMNLP Hongliang Yu, Shikun Zhang, Louis-Philippe Morency
2016	J	`jnl`	Video Analysis for Body-worn Cameras in Law Enforcement. CoRR Jason J. Corso, Alexandre Alahi, Kristen Grauman, Gregory D. Hager, Louis-Philippe Morency, Harpreet S. Sawhney, Yaser Sheikh
2016	J	`jnl`	Visualizing and Understanding Curriculum Learning for Long Short-Term Memory Networks. CoRR Volkan Cirik, Eduard H. Hovy, Louis-Philippe Morency
2015	B	`conf`	A demonstration of the perception system in SimSensei, a virtual human application for healthcare interviews. ACII Giota Stratou, Louis-Philippe Morency, David DeVault, Arno Hartholt, Edward Fast, Margaux Lhommet, Gale M. Lucas, Fabrizio Morbini, Kallirroi Georgila, Stefan Scherer, Jonathan Gratch, Stacy Marsella, David R. Traum, Albert A. Rizzo
2015	B	`conf`	A multi-label convolutional neural network approach to cross-domain action unit detection. ACII Sayan Ghosh, Eugene Laksana, Stefan Scherer, Louis-Philippe Morency
2015	Misc	`conf`	Acoustic and para-verbal indicators of persuasiveness in social multimedia. ICASSP Han Suk Shim, Sunghyun Park, Moitreya Chatterjee, Stefan Scherer, Kenji Sagae, Louis-Philippe Morency
2015	B	`conf`	Automatic assessment and analysis of public speaking anxiety: A virtual audience case study. ACII Torsten Wörtwein, Louis-Philippe Morency, Stefan Scherer
2015	J	`jnl`	Automatic nonverbal behavior indicators of depression and PTSD: the effect of gender. J. Multimodal User Interfaces Giota Stratou, Stefan Scherer, Jonathan Gratch, Louis-Philippe Morency
2015	B	`conf`	Combining Two Perspectives on Classifying Multimodal Data for Recognizing Speaker Traits. ICMI Moitreya Chatterjee, Sunghyun Park, Louis-Philippe Morency, Stefan Scherer
2015	—	`conf`	ERM4CT 2015: Workshop on Emotion Representations and Modelling for Companion Systems. ERM4CT@ICMI Kim Hartmann, Ingo Siegert, Björn W. Schuller, Louis-Philippe Morency, Albert Ali Salah, Ronald Böck
2015	B	`conf`	Exploring Behavior Representation for Learning Analytics. ICMI Marcelo Worsley, Stefan Scherer, Louis-Philippe Morency, Paulo Blikstein
2015	Misc	`conf`	Exploring feedback strategies to improve public speaking: an interactive virtual audience framework. UbiComp Mathieu Chollet, Torsten Wörtwein, Louis-Philippe Morency, Ari Shapiro, Stefan Scherer
2015	—	`conf`	Exploring the Implications of Virtual Human Research for Human-Robot Teams. HCI (11) Jonathan Gratch, Susan G. Hill, Louis-Philippe Morency, David V. Pynadath, David R. Traum
2015	J	`jnl`	I Can Already Guess Your Answer: Predicting Respondent Reactions during Dyadic Negotiation. IEEE Trans. Affect. Comput. Sunghyun Park, Stefan Scherer, Jonathan Gratch, Peter J. Carnevale, Louis-Philippe Morency
2015	J	`jnl`	Learning Representations of Affect from Speech. CoRR Sayan Ghosh, Eugene Laksana, Louis-Philippe Morency, Stefan Scherer
2015	—	`ed.`	Multimodal Pattern Recognition of Social Signals in Human-Computer-Interaction - Third IAPR TC3 Workshop, MPRSS 2014, Stockholm, Sweden, August 24, 2014, Revised Selected Papers MPRSS Friedhelm Schwenker, Stefan Scherer, Louis-Philippe Morency
2015	B	`conf`	Multimodal Public Speaking Performance Assessment. ICMI Torsten Wörtwein, Mathieu Chollet, Boris Schauerte, Louis-Philippe Morency, Rainer Stiefelhagen, Stefan Scherer
2015	J	`jnl`	NRGsuite: a PyMOL plugin to perform docking simulations in real time using FlexAID. Bioinform. Francis Gaudreault, Louis-Philippe Morency, Rafael J. Najmanovich
2015	B	`conf`	Predicting Co-verbal Gestures: A Deep and Temporal Modeling Approach. IVA Chung-Cheng Chiu, Louis-Philippe Morency, Stacy Marsella
2015	J	`jnl`	Preface of pattern recognition in human computer interaction. Pattern Recognit. Lett. Friedhelm Schwenker, Stefan Scherer, Louis-Philippe Morency
2015	—	`ed.`	Proceedings of the International Workshop on Emotion Representations and Modelling for Companion Technologies, ERM4CT@ICMI 2015, Seattle, Washington, USA, November 13, 2015 ERM4CT@ICMI Kim Hartmann, Ingo Siegert, Björn W. Schuller, Louis-Philippe Morency, Albert Ali Salah, Ronald Böck
2015	Misc	`conf`	Reduced vowel space is a robust indicator of psychological distress: A cross-corpus analysis. ICASSP Stefan Scherer, Louis-Philippe Morency, Jonathan Gratch, John Pestian
2015	A*	`conf`	SimSensei Demonstration: A Perceptive Virtual Human Interviewer for Healthcare Applications. AAAI Louis-Philippe Morency, Giota Stratou, David DeVault, Arno Hartholt, Margot Lhommet, Gale M. Lucas, Fabrizio Morbini, Kallirroi Georgila, Stefan Scherer, Jonathan Gratch, Stacy Marsella, David R. Traum, Albert A. Rizzo
2015	A	`conf`	Time-slice Prediction of Dyadic Human Activities. BMVC Maryam Ziaeefard, Robert Bergevin, Louis-Philippe Morency
2015	J	`jnl`	Variational Infinite Hidden Conditional Random Fields. IEEE Trans. Pattern Anal. Mach. Intell. Konstantinos Bousmalis, Stefanos Zafeiriou, Louis-Philippe Morency, Maja Pantic, Zoubin Ghahramani
2014	—	`conf`	A Demonstration of Dialogue Processing in SimSensei Kiosk. SIGDIAL Conference Fabrizio Morbini, David DeVault, Kallirroi Georgila, Ron Artstein, David R. Traum, Louis-Philippe Morency
2014	B	`conf`	A Multimodal Context-based Approach for Distress Assessment. ICMI Sayan Ghosh, Moitreya Chatterjee, Louis-Philippe Morency
2014	—	`conf`	Adolescent suicidal risk assessment in clinician-patient interaction: A study of verbal and acoustic behaviors. SLT Verena Venek, Stefan Scherer, Louis-Philippe Morency, Albert A. Rizzo, John Pestian
2014	A	`conf`	An interactive virtual audience platform for public speaking training. AAMAS Mathieu Chollet, Giota Stratou, Ari Shapiro, Louis-Philippe Morency, Stefan Scherer
2014	J	`jnl`	Automatic audiovisual behavior descriptors for psychological disorder analysis. Image Vis. Comput. Stefan Scherer, Giota Stratou, Gale M. Lucas, Marwa Mahmoud, Jill Boberg, Jonathan Gratch, Albert A. Rizzo, Louis-Philippe Morency
2014	B	`conf`	Computational Analysis of Persuasiveness in Social Multimedia: A Novel Dataset and Multimodal Prediction Approach. ICMI Sunghyun Park, Han Suk Shim, Moitreya Chatterjee, Kenji Sagae, Louis-Philippe Morency
2014	Misc	`conf`	Context-based signal descriptors of heart-rate variability for anxiety assessment. ICASSP Moitreya Chatterjee, Giota Stratou, Stefan Scherer, Louis-Philippe Morency
2014	—	`conf`	Continuous Conditional Neural Fields for Structured Regression. ECCV (4) Tadas Baltrusaitis, Peter Robinson, Louis-Philippe Morency
2014	B	`conf`	Dyadic Behavior Analysis in Depression Severity Assessment Interviews. ICMI Stefan Scherer, Zakia Hammal, Ying Yang, Louis-Philippe Morency, Jeffrey F. Cohn
2014	—	`ed.`	Human Behavior Understanding - 5th International Workshop, HBU 2014, Zurich, Switzerland, September 12, 2014. Proceedings HBU Hyun Soo Park, Albert Ali Salah, Yong Jae Lee, Louis-Philippe Morency, Yaser Sheikh, Rita Cucchiara
2014	J	`jnl`	It's only a computer: Virtual humans increase willingness to disclose. Comput. Hum. Behav. Gale M. Lucas, Jonathan Gratch, Aisha King, Louis-Philippe Morency
2014	A	`conf`	It's only a computer: the impact of human-agent interaction in clinical interviews. AAMAS Jonathan Gratch, Gale M. Lucas, Aisha King, Louis-Philippe Morency
2014	B	`ed.`	Proceedings of the 16th International Conference on Multimodal Interaction, ICMI 2014, Istanbul, Turkey, November 12-16, 2014 ICMI Albert Ali Salah, Jeffrey F. Cohn, Björn W. Schuller, Oya Aran, Louis-Philippe Morency, Philip R. Cohen
2014	J	`jnl`	Relative Facial Action Unit Detection. CoRR Mahmoud Khademi, Louis-Philippe Morency
2014	A	`conf`	Relative facial action unit detection. WACV Mahmoud Khademi, Louis-Philippe Morency
2014	B	`conf`	Search Strategies for Pattern Identification in Multimodal Data: Three Case Studies. ICMR Chreston A. Miller, Francis K. H. Quek, Louis-Philippe Morency
2014	A	`conf`	SimSensei kiosk: a virtual human interviewer for healthcare decision support. AAMAS David DeVault, Ron Artstein, Grace Benn, Teresa Dey, Edward Fast, Alesia Gainer, Kallirroi Georgila, Jonathan Gratch, Arno Hartholt, Margaux Lhommet, Gale M. Lucas, Stacy Marsella, Fabrizio Morbini, Angela Nazarian, Stefan Scherer, Giota Stratou, Apar Suri, David R. Traum, Rachel Wood, Yuyu Xu, Albert A. Rizzo, Louis-Philippe Morency
2014	B	`conf`	The Distress Analysis Interview Corpus of human and computer interviews. LREC Jonathan Gratch, Ron Artstein, Gale M. Lucas, Giota Stratou, Stefan Scherer, Angela Nazarian, Rachel Wood, Jill Boberg, David DeVault, Stacy Marsella, David R. Traum, Skip Rizzo, Louis-Philippe Morency
2014	A	`conf`	Toward crowdsourcing micro-level behavior annotations: the challenges of interface, training, and generalization. IUI Sunghyun Park, Philippa Shoemark, Louis-Philippe Morency
2014	B	`conf`	Towards Learning Nonverbal Identities from the Web: Automatically Identifying Visually Accentuated Words. IVA AmirAli Bagher Zadeh, Kenji Sagae, Louis-Philippe Morency
2014	—	`conf`	Verbal Behaviors and Persuasiveness in Online Multimedia Content. SocialNLP@COLING Moitreya Chatterjee, Sunghyun Park, Han Suk Shim, Kenji Sagae, Louis-Philippe Morency
2013	A	`conf`	A comparative study of glottal open quotient estimation techniques. INTERSPEECH John Kane, Stefan Scherer, Louis-Philippe Morency, Christer Gobl
2013	A*	`conf`	Action Recognition by Hierarchical Sequence Summarization. CVPR Yale Song, Louis-Philippe Morency, Randall Davis
2013	B	`conf`	All Together Now - Introducing the Virtual Human Toolkit. IVA Arno Hartholt, David R. Traum, Stacy C. Marsella, Ari Shapiro, Giota Stratou, Anton Leuski, Louis-Philippe Morency, Jonathan Gratch
2013	B	`conf`	Audiovisual behavior descriptors for depression assessment. ICMI Stefan Scherer, Giota Stratou, Louis-Philippe Morency
2013	B	`conf`	Automatic Nonverbal Behavior Indicators of Depression and PTSD: Exploring Gender Differences. ACII Giota Stratou, Stefan Scherer, Jonathan Gratch, Louis-Philippe Morency
2013	B	`conf`	Automatic behavior descriptors for psychological disorder analysis. FG Stefan Scherer, Giota Stratou, Marwa Mahmoud, Jill Boberg, Jonathan Gratch, Albert A. Rizzo, Louis-Philippe Morency
2013	B	`conf`	Automatic multimodal descriptors of rhythmic body movement. ICMI Marwa Mahmoud, Louis-Philippe Morency, Peter Robinson
2013	B	`conf`	Cicero - Towards a Multimodal Virtual Audience Platform for Public Speaking Training. IVA Ligia Maria Batrinca, Giota Stratou, Ari Shapiro, Louis-Philippe Morency, Stefan Scherer
2013	—	`conf`	Constrained Local Neural Fields for Robust Facial Landmark Detection in the Wild. ICCV Workshops Tadas Baltrusaitis, Peter Robinson, Louis-Philippe Morency
2013	B	`conf`	Distribution-sensitive learning for imbalanced datasets. FG Yale Song, Louis-Philippe Morency, Randall Davis
2013	B	`conf`	Fifth International Workshop on Affective Interaction in Natural Environments (AFFINE 2013): Interacting with Affective Artefacts in the Wild. ACII Ginevra Castellano, Kostas Karpouzis, Jean-Claude Martin, Louis-Philippe Morency, Christopher Peters, Laurel D. Riek
2013	B	`conf`	ICMI 2013 grand challenge workshop on multimodal learning analytics. ICMI Louis-Philippe Morency, Sharon L. Oviatt, Stefan Scherer, Nadir Weibel, Marcelo Worsley
2013	J	`jnl`	Infinite Hidden Conditional Random Fields for Human Behavior Analysis. IEEE Trans. Neural Networks Learn. Syst. Konstantinos Bousmalis, Stefanos Zafeiriou, Louis-Philippe Morency, Maja Pantic
2013	B	`conf`	Interactive relevance search and modeling: support for expert-driven analysis of multimodal data. ICMI Chreston A. Miller, Francis K. H. Quek, Louis-Philippe Morency
2013	Misc	`conf`	Investigating the speech characteristics of suicidal adolescents. ICASSP Stefan Scherer, John Pestian, Louis-Philippe Morency
2013	A	`conf`	Investigating voice quality as a speaker-independent indicator of depression and PTSD. INTERSPEECH Stefan Scherer, Giota Stratou, Jonathan Gratch, Louis-Philippe Morency
2013	J	`jnl`	Latent Mixture of Discriminative Experts. IEEE Trans. Multim. Derya Ozkan, Louis-Philippe Morency
2013	B	`conf`	Learning a sparse codebook of facial and body microexpressions for emotion recognition. ICMI Yale Song, Louis-Philippe Morency, Randall Davis
2013	—	`ed.`	Multimodal Pattern Recognition of Social Signals in Human-Computer-Interaction - First IAPR TC3 Workshop, MPRSS 2012, Tsukuba, Japan, November 11, 2012, Revised Selected Papers MPRSS Friedhelm Schwenker, Stefan Scherer, Louis-Philippe Morency
2013	J	`jnl`	Multimodal Sentiment Analysis of Spanish Online Videos. IEEE Intell. Syst. Verónica Pérez-Rosas, Rada Mihalcea, Louis-Philippe Morency
2013	B	`conf`	Mutual Behaviors during Dyadic Negotiation: Automatic Prediction of Respondent Reactions. ACII Sunghyun Park, Stefan Scherer, Jonathan Gratch, Peter J. Carnevale, Louis-Philippe Morency
2013	B	`conf`	Prediction of Visual Backchannels in the Absence of Visual Context Using Mutual Influence. IVA Derya Ozkan, Louis-Philippe Morency
2013	A	`conf`	Prediction of strategy and outcome as negotiation unfolds by using basic verbal and behavioral features. INTERSPEECH Elnaz Nouri, Sunghyun Park, Stefan Scherer, Jonathan Gratch, Peter J. Carnevale, Louis-Philippe Morency, David R. Traum
2013	B	`conf`	Sequential emotion recognition using Latent-Dynamic Conditional Neural Fields. FG Julien-Charles Levesque, Louis-Philippe Morency, Christian Gagné
2013	Misc	`conf`	Speaker and language independent voice quality classification applied to unlabelled corpora of expressive speech. ICASSP John Kane, Stefan Scherer, Matthew P. Aylett, Louis-Philippe Morency, Christer Gobl
2013	Misc	`conf`	Speaker trait characterization in web videos: Uniting speech, language, and facial features. ICASSP Felix Weninger, Claudia Wagner, Martin Wöllmer, Björn W. Schuller, Louis-Philippe Morency
2013	B	`conf`	Speaker-adaptive multimodal prediction model for listener responses. ICMI Iwan de Kok, Dirk Heylen, Louis-Philippe Morency
2013	—	`conf`	The Similar Segments in Social Speech Task. MediaEval Nigel G. Ward, Steven D. Werner, David G. Novick, Elizabeth Shriberg, Catharine Oertel, Louis-Philippe Morency, Tatsuya Kawahara
2013	—	`conf`	User-State Sensing for Virtual Health Agents and TeleHealth Applications. MMVR Jonathan Gratch, Louis-Philippe Morency, Stefan Scherer, Giota Stratou, Jill Boberg, Sebastian Koenig, Todd Adamson, Albert A. Rizzo
2013	—	`conf`	Utterance-Level Multimodal Sentiment Analysis. ACL (1) Verónica Pérez-Rosas, Rada Mihalcea, Louis-Philippe Morency
2013	—	`conf`	Variational Hidden Conditional Random Fields with Coupled Dirichlet Process Mixtures. ECML/PKDD (2) Konstantinos Bousmalis, Stefanos Zafeiriou, Louis-Philippe Morency, Maja Pantic, Zoubin Ghahramani
2013	—	`conf`	Verbal indicators of psychological distress in interactive dialogue with a virtual human. SIGDIAL Conference David DeVault, Kallirroi Georgila, Ron Artstein, Fabrizio Morbini, David R. Traum, Stefan Scherer, Albert Skip Rizzo, Louis-Philippe Morency
2013	B	`conf`	Who is persuasive?: the role of perceived personality and communication modality in social multimedia. ICMI Gelareh Mohammadi, Sunghyun Park, Kenji Sagae, Alessandro Vinciarelli, Louis-Philippe Morency
2013	J	`jnl`	YouTube Movie Reviews: Sentiment Analysis in an Audio-Visual Context. IEEE Intell. Syst. Martin Wöllmer, Felix Weninger, Tobias Knaup, Björn W. Schuller, Congkai Sun, Kenji Sagae, Louis-Philippe Morency
2012	—	`ed.`	10th International Conference on Creating, Connecting and Collaborating through Computing, C C5 Ian Piumarta, Lori Weiss, H. Chad Lane, Louis-Philippe Morency
2012	B	`conf`	1st international workshop on multimodal learning analytics: extended abstract. ICMI Stefan Scherer, Marcelo Worsley, Louis-Philippe Morency
2012	A*	`conf`	3D Constrained Local Model for rigid and non-rigid facial tracking. CVPR Tadas Baltrusaitis, Peter Robinson, Louis-Philippe Morency
2012	—	`conf`	Crowdsourcing micro-level multimedia annotations: the challenges of evaluation and interface. CrowdMM@ACM Multimedia Sunghyun Park, Gelareh Mohammadi, Ron Artstein, Louis-Philippe Morency
2012	—	`conf`	Dialogue Act Recognition using Reweighted Speaker Adaptation. SIGDIAL Conference Congkai Sun, Louis-Philippe Morency
2012	J	`jnl`	Exploring the effect of illumination on automatic expression recognition using the ICT-3DRFE database. Image Vis. Comput. Giota Stratou, Abhijeet Ghosh, Paul E. Debevec, Louis-Philippe Morency
2012	A	`conf`	Gesture-based Object Recognition using Histograms of Guiding Strokes. BMVC Amir Sadeghipour, Louis-Philippe Morency, Stefan Kopp
2012	B	`conf`	I already know your answer: using nonverbal behaviors to predict immediate outcomes in a dyadic negotiation. ICMI Sunghyun Park, Jonathan Gratch, Louis-Philippe Morency
2012	B	`ed.`	International Conference on Multimodal Interaction, ICMI '12, Santa Monica, CA, USA, October 22-26, 2012 ICMI Louis-Philippe Morency, Dan Bohus, Hamid K. Aghajan, Justine Cassell, Anton Nijholt, Julien Epps
2012	J	`jnl`	Introduction to the special issue on affective interaction in natural environments. ACM Trans. Interact. Intell. Syst. Ginevra Castellano, Laurel D. Riek, Christopher Peters, Kostas Karpouzis, Jean-Claude Martin, Louis-Philippe Morency
2012	—	`conf`	Investigating the influence of virtual peers as dialect models on students' prosodic inventory. WOCCI Samantha L. Finkelstein, Stefan Scherer, Amy Ogan, Louis-Philippe Morency, Justine Cassell
2012	A*	`conf`	Multi-view latent variable discriminative models for action recognition. CVPR Yale Song, Louis-Philippe Morency, Randall Davis
2012	B	`conf`	Multimodal human behavior analysis: learning correlation and interaction across modalities. ICMI Yale Song, Louis-Philippe Morency, Randall Davis
2012	B	`conf`	Perception Markup Language: Towards a Standardized Representation of Perceived Nonverbal Behaviors. IVA Stefan Scherer, Stacy Marsella, Giota Stratou, Yuyu Xu, Fabrizio Morbini, Alesia Egan, Albert A. Rizzo, Louis-Philippe Morency
2012	B	`conf`	Step-wise emotion recognition using concatenated-HMM. ICMI Derya Ozkan, Stefan Scherer, Louis-Philippe Morency
2012	B	`conf`	Structural and temporal inference search (STIS): pattern identification in multimodal data. ICMI Chreston A. Miller, Louis-Philippe Morency, Francis K. H. Quek
2012	A	`conf`	Towards building a virtual counselor: modeling nonverbal behavior during intimate self-disclosure. AAMAS Sin-Hwa Kang, Jonathan Gratch, Candy L. Sidner, Ron Artstein, Lixing Huang, Louis-Philippe Morency
2012	B	`conf`	Towards sensing the influence of visual narratives on human affect. ICMI Mihai Burzo, Daniel McDuff, Rada Mihalcea, Louis-Philippe Morency, Alexis Narvaez, Verónica Pérez-Rosas
2011	A	`conf`	A multimodal end-of-turn prediction model: learning from parasocial consensus sampling. AAMAS Lixing Huang, Louis-Philippe Morency, Jonathan Gratch
2011	—	`conf`	Are You Friendly or Just Polite? - Analysis of Smiles in Spontaneous Face-to-Face Interactions. ACII (1) Mohammed E. Hoque, Louis-Philippe Morency, Rosalind W. Picard
2011	—	`conf`	Computational study of human communication dynamic. J-HGBU@MM Louis-Philippe Morency
2011	B	`conf`	Effect of illumination on automatic expression recognition: A novel 3D relightable facial database. FG Giota Stratou, Abhijeet Ghosh, Paul E. Debevec, Louis-Philippe Morency
2011	—	`conf`	Fusing Symbolic and Decision-Theoretic Problem Solving + Perception in a Graphical Cognitive Architecture. BICA Junda Chen, Abram Demski, Teawon Han, Louis-Philippe Morency, David V. Pynadath, Nicole Rafidi, Paul S. Rosenbloom
2011	—	`conf`	Machine Learning for Affective Computing. ACII (2) Mohammed E. Hoque, Daniel J. McDuff, Louis-Philippe Morency, Rosalind W. Picard
2011	—	`conf`	Modeling Latent Discriminative Dynamic of Multi-dimensional Affective Signals. ACII (2) Geovany A. Ramírez, Tadas Baltrusaitis, Louis-Philippe Morency
2011	B	`conf`	Modeling Nonverbal Behavior of a Virtual Counselor during Intimate Self-disclosure. IVA Sin-Hwa Kang, Candy L. Sidner, Jonathan Gratch, Ron Artstein, Lixing Huang, Louis-Philippe Morency
2011	—	`conf`	Modeling Wisdom of Crowds Using Latent Mixture of Discriminative Experts. ACL (2) Derya Ozkan, Louis-Philippe Morency
2011	B	`conf`	Modeling hidden dynamics of multimodal cues for spontaneous agreement and disagreement recognition. FG Konstantinos Bousmalis, Louis-Philippe Morency, Maja Pantic
2011	B	`ed.`	Proceedings of the 13th International Conference on Multimodal Interfaces, ICMI 2011, Alicante, Spain, November 14-18, 2011 ICMI Hervé Bourlard, Thomas S. Huang, Enrique Vidal, Daniel Gatica-Perez, Louis-Philippe Morency, Nicu Sebe
2011	B	`conf`	Towards multimodal sentiment analysis: harvesting opinions from the web. ICMI Louis-Philippe Morency, Rada Mihalcea, Payal Doshi
2011	B	`conf`	Virtual Rapport 2.0. IVA Lixing Huang, Louis-Philippe Morency, Jonathan Gratch
2010	A*	`conf`	3rd international workshop on affective interaction in natural environments (AFFINE). ACM Multimedia Ginevra Castellano, Kostas Karpouzis, Jean-Claude Martin, Louis-Philippe Morency, Christopher Peters, Laurel D. Riek
2010	J	`jnl`	A probabilistic multimodal approach for predicting listener backchannels. Auton. Agents Multi Agent Syst. Louis-Philippe Morency, Iwan de Kok, Jonathan Gratch
2010	—	`conf`	Concensus of Self-features for Nonverbal Behavior Analysis. HBU Derya Ozkan, Louis-Philippe Morency
2010	B	`conf`	Latent Mixture of Discriminative Experts for Multimodal Prediction Modeling. COLING Derya Ozkan, Kenji Sagae, Louis-Philippe Morency
2010	B	`conf`	Learning Backchannel Prediction Model from Parasocial Consensus Sampling: A Subjective Evaluation. IVA Lixing Huang, Louis-Philippe Morency, Jonathan Gratch
2010	—	`conf`	Learning and evaluating response prediction models using parallel listener consensus. ICMI-MLMI Iwan de Kok, Derya Ozkan, Dirk Heylen, Louis-Philippe Morency
2010	J	`jnl`	Modeling Human Communication Dynamics [Social Sciences]. IEEE Signal Process. Mag. Louis-Philippe Morency
2010	J	`jnl`	Monocular head pose estimation using generalized adaptive view-based appearance model. Image Vis. Comput. Louis-Philippe Morency, Jacob Whitehill, Javier R. Movellan
2010	A	`conf`	Parasocial consensus sampling: combining multiple perspectives to learn virtual human behavior. AAMAS Lixing Huang, Louis-Philippe Morency, Jonathan Gratch
2010	—	`ed.`	Proceedings of the 3rd international workshop on Affective interaction in natural environments, AFFINE '10, Firenze, Italy, October 29, 2010 AFFINE@MM Ginevra Castellano, Kostas Karpouzis, Jean-Claude Martin, Louis-Philippe Morency, Christopher Peters, Laurel D. Riek
2008	J	`jnl`	AI's 10 to Watch. IEEE Intell. Syst. James A. Hendler, Philipp Cimiano, Dmitri A. Dolgov, Anat Levin, Peter Mika, Brian Milch, Louis-Philippe Morency, Boris Motik, Jennifer Neville, Erik B. Sudderth, Luis von Ahn
2008	B	`conf`	Context-based recognition during human interactions: automatic feature selection and encoding dictionary. ICMI Louis-Philippe Morency, Iwan de Kok, Jonathan Gratch
2008	B	`conf`	Generalized adaptive view-based appearance model: Integrated framework for monocular head pose estimation. FG Louis-Philippe Morency, Jacob Whitehill, Javier R. Movellan
2008	B	`conf`	Modeling Latent-Dynamic in Shallow Parsing: A Latent Conditional Model with Imrpoved Inference. COLING Xu Sun, Louis-Philippe Morency, Daisuke Okanohara, Yoshimasa Tsuruoka, Jun'ichi Tsujii
2008	B	`conf`	Predicting Listener Backchannels: A Probabilistic Multimodal Approach. IVA Louis-Philippe Morency, Iwan de Kok, Jonathan Gratch
2008	J	`jnl`	Reducing drift in differential tracking. Comput. Vis. Image Underst. Ali Rahimi, Louis-Philippe Morency, Trevor Darrell
2007	—	`conf`	Can Virtual Humans Be More Engaging Than Real Ones? HCI (3) Jonathan Gratch, Ning Wang, Anna Okhmatovskaia, Francois Lamothe, Mathieu Morales, Rick J. van der Werf, Louis-Philippe Morency
2007	—	`conf`	Conditional Sequence Model for Context-Based Recognition of Gaze Aversion. MLMI Louis-Philippe Morency, Trevor Darrell
2007	J	`jnl`	Head gestures for perceptual interfaces: The role of context in improving recognition. Artif. Intell. Louis-Philippe Morency, Candace L. Sidner, Christopher Lee, Trevor Darrell
2007	J	`jnl`	Hidden Conditional Random Fields. IEEE Trans. Pattern Anal. Mach. Intell. Ariadna Quattoni, Sy Bor Wang, Louis-Philippe Morency, Michael Collins, Trevor Darrell
2007	A*	`conf`	Latent-Dynamic Discriminative Models for Continuous Gesture Recognition. CVPR Louis-Philippe Morency, Ariadna Quattoni, Trevor Darrell
2006	B	`conf`	Co-Adaptation of audio-visual speech and gesture classifiers. ICMI C. Mario Christoudias, Kate Saenko, Louis-Philippe Morency, Trevor Darrell
2006	—	`—`	Context-based visual feedback recognition. Louis-Philippe Morency
2006	A	`conf`	Head gesture recognition in intelligent interfaces: the role of context in improving recognition. IUI Louis-Philippe Morency, Trevor Darrell
2006	—	`conf`	Hidden Conditional Random Fields for Gesture Recognition. CVPR (2) Sy Bor Wang, Ariadna Quattoni, Louis-Philippe Morency, David Demirdjian, Trevor Darrell
2006	J	`jnl`	Non-parametric and light-field deformable models. Comput. Vis. Image Underst. C. Mario Christoudias, Louis-Philippe Morency, Trevor Darrell
2006	B	`conf`	Recognizing gaze aversion gestures in embodied conversational discourse. ICMI Louis-Philippe Morency, C. Mario Christoudias, Trevor Darrell
2006	A*	`conf`	The Role of Context in Head Gesture Recognition. AAAI Louis-Philippe Morency, Candace L. Sidner, Christopher Lee, Trevor Darrell
2006	A*	`conf`	The effect of head-nod recognition in human-robot conversation. HRI Candace L. Sidner, Christopher Lee, Louis-Philippe Morency, Clifton Forlines
2006	B	`conf`	Virtual Rapport. IVA Jonathan Gratch, Anna Okhmatovskaia, Francois Lamothe, Stacy Marsella, Mathieu Morales, Rick J. van der Werf, Louis-Philippe Morency
2005	B	`conf`	Contextual recognition of head gestures. ICMI Louis-Philippe Morency, Candace L. Sidner, Christopher Lee, Trevor Darrell
2004	B	`conf`	From conversational tooltips to grounded discourse: head poseTracking in interactive dialog systems. ICMI Louis-Philippe Morency, Trevor Darrell
2004	—	`conf`	Light Field Appearance Manifolds. ECCV (4) Chris Mario Christoudias, Louis-Philippe Morency, Trevor Darrell
2004	—	`conf`	Nodding in conversations with a robot. CHI Extended Abstracts Christopher Lee, Neal Lesh, Candace L. Sidner, Louis-Philippe Morency, Ashish Kapoor, Trevor Darrell
2003	B	`conf`	A multi-modal approach for determining speaker location and focus. ICMI Michael Siracusa, Louis-Philippe Morency, Kevin W. Wilson, John W. Fisher III, Trevor Darrell
2003	—	`conf`	Adaptive View-Based Appearance Models. CVPR (1) Louis-Philippe Morency, Ali Rahimi, Trevor Darrell
2003	—	`conf`	Pose Estimation using 3D View-Based Eigenspaces. AMFG Louis-Philippe Morency, Patrik Sundberg, Trevor Darrell
2003	—	`conf`	Robust real-time egomotion from stereo images. ICIP (2) Louis-Philippe Morency, Rakesh Gupta
2002	—	`conf`	Evaluating look-to-talk: a gaze-aware interface in a collaborative environment. CHI Extended Abstracts Alice Oh, Harold Fox, Max Van Kleek, Aaron Adler, Krzysztof Gajos, Louis-Philippe Morency, Trevor Darrell
2002	Misc	`conf`	Face-Responsive Interfaces: From Direct Manipulation to Perceptive Presence. UbiComp Trevor Darrell, Konrad Tollmar, Frank Bentley, Neal Checka, Louis-Philippe Morency, Ali Rahimi, Alice Oh
2002	—	`conf`	Fast 3D Model Acquisition from Stereo Images. 3DPVT Louis-Philippe Morency, Ali Rahimi, Trevor Darrell
2002	—	`conf`	Fast Stereo-Based Head Tracking for Interactive Environments. FGR Louis-Philippe Morency, Ali Rahimi, Neal Checka, Trevor Darrell
2002	—	`conf`	Stereo Tracking Using ICP and Normal Flow Constraint. ICPR (4) Louis-Philippe Morency, Trevor Darrell
2001	A*	`conf`	Reducing Drift in Parametric Motion Tracking. ICCV Ali Rahimi, Louis-Philippe Morency, Trevor Darrell