Irfan Essa - RankMe

124 papers A* 31A 5B 1C 1Misc 3Journal 71Unranked 12

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	MoCHA: Denoising Caption Supervision for Motion-Text Retrieval. CoRR Nikolai Warner, Cameron Ethan Taylor, Irfan Essa, Apaar Sadhwani
2025	—	`conf`	AfriMed-QA: A Pan-African, Multi-Specialty, Medical Question-Answering Benchmark Dataset. ACL (1) Charles Nimo, Tobi Olatunji, Abraham Toluwase Owodunni, Tassallah Abdullahi, Emmanuel Ayodele, Mardhiyah Sanni, Ezinwanne C. Aka, Folafunmi Omofoye, Foutse Yuehgoh, Timothy Faniran, Bonaventure F. P. Dossou, Moshood O. Yekini, Jonas Kemp, Katherine A. Heller, Jude Chidubem Omeke, Chidi Asuzu MD, Naome A. Etori, Aimérou Ndiaye, Ifeoma Okoh, Evans Doe Ocansey, Wendy Kinara, Michael L. Best, Irfan Essa, Stephen Edward Moore, Chris Fourie, Mercy Nyamewaa Asiedu
2025	—	`conf`	Africa Health Check: Probing Cultural Bias in Medical LLMs. EAAMO Charles Nimo, Irfan Essa, Michael L. Best
2025	A*	`conf`	Africa Health Check: Probing Cultural Bias in Medical LLMs. EMNLP Charles Nimo, Shuheng Liu, Irfan Essa, Michael L. Best
2025	J	`jnl`	AugLift: Boosting Generalization in Lifting-based 3D Human Pose Estimation. CoRR Nikolai Warner, Wenjin Zhang, Irfan Essa, Apaar Sadhwani
2025	A*	`conf`	Calibrated Multi-Preference Optimization for Aligning Diffusion Models. CVPR Kyungmin Lee, Xiahong Li, Qifei Wang, Junfeng He, Junjie Ke, Ming-Hsuan Yang, Irfan Essa, Jinwoo Shin, Feng Yang, Yinxiao Li
2025	J	`jnl`	Calibrated Multi-Preference Optimization for Aligning Diffusion Models. CoRR Kyungmin Lee, Xiaohang Li, Qifei Wang, Junfeng He, Junjie Ke, Ming-Hsuan Yang, Irfan Essa, Jinwoo Shin, Feng Yang, Yinxiao Li
2025	A*	`conf`	Cropper: Vision-Language Model for Image Cropping through In-Context Learning. CVPR Seung Hyun Lee, Jijun Jiang, Yiran Xu, Zhuofang Li, Junjie Ke, Yinxiao Li, Junfeng He, Steven Hickson, Katie Datsenko, Sangpil Kim, Ming-Hsuan Yang, Irfan Essa, Feng Yang
2025	J	`jnl`	HALO: Human-Aligned End-to-end Image Retargeting with Layered Transformations. CoRR Yiran Xu, Siqi Xie, Zhuofang Li, Harris Shadmany, Yinxiao Li, Luciano Sbaiz, Miaosen Wang, Junjie Ke, José Lezama, Hang Qi, Han Zhang, Jesse Berent, Ming-Hsuan Yang, Irfan Essa, Jiabin Huang, Feng Yang
2025	J	`jnl`	HierSum: A Global and Local Attention Mechanism for Video Summarization. CoRR Apoorva Beedu, Irfan Essa
2025	J	`jnl`	Leveraging Procedural Knowledge and Task Hierarchies for Efficient Instructional Video Pre-training. CoRR Karan Samel, Nitish Sontakke, Irfan Essa
2025	A*	`conf`	Limitations in Employing Natural Language Supervision for Sensor-Based Human Activity Recognition - And Ways to Overcome Them. AAAI Harish Haresamudram, Apoorva Beedu, Mashfiqui Rabbi, Sankalita Saha, Irfan Essa, Thomas Ploetz
2025	J	`jnl`	MALT Diffusion: Memory-Augmented Latent Transformers for Any-Length Video Generation. CoRR Sihyun Yu, Meera Hahn, Dan Kondratyuk, Jinwoo Shin, Agrim Gupta, José Lezama, Irfan Essa, David A. Ross, Jonathan Huang
2025	Misc	`conf`	Mamba Fusion: Learning Actions Through Questioning. ICASSP Apoorva Beedu, Zhikang Dong, Jason Sheinkopf, Irfan Essa
2025	J	`jnl`	MapReduce LoRA: Advancing the Pareto Front in Multi-Preference Optimization for Generative Models. CoRR Chieh-Yun Chen, Zhonghao Wang, Qi Chen, Zhifan Ye, Min Shi, Yue Zhao, Yinan Zhao, Hui Qu, Wei-An Lin, Yiru Shen, Ajinkya Kale, Irfan Essa, Humphrey Shi
2025	Misc	`conf`	Text Descriptions of Actions and Objects Improve Action Anticipation. ICASSP Apoorva Beedu, Harish Haresamudram, Irfan Essa
2025	—	`conf`	WatchWithMe: LLM-Based Interactive Guided Watching of Review Videos. CUI Peggy Chi, Senpo Hu, Lei Shi, Tanya Kraljic, Justin Secor, Tao Dong, Irfan Essa, Mike Cleron
2024	J	`jnl`	3D Semantic MapNet: Building Maps for Multi-Object Re-Identification in 3D. CoRR Vincent Cartillier, Neha Jain, Irfan Essa
2024	—	`conf`	A Washing Machine is All You Need? On the Feasibility of Machine Data for Self-Supervised Human Activity Recognition. ABC Harish Haresamudram, Irfan Essa, Thomas Plötz
2024	J	`jnl`	AfriMed-QA: A Pan-African, Multi-Specialty, Medical Question-Answering Benchmark Dataset. CoRR Tobi Olatunji, Charles Nimo, Abraham Toluwase Owodunni, Tassallah Abdullahi, Emmanuel Ayodele, Mardhiyah Sanni, Chinemelu Aka, Folafunmi Omofoye, Foutse Yuehgoh, Timothy Faniran, Bonaventure F. P. Dossou, Moshood Yekini, Jonas Kemp, Katherine A. Heller, Jude Chidubem Omeke, Chidi Asuzu MD, Naome A. Etori, Aimérou Ndiaye, Ifeoma Okoh, Evans Doe Ocansey, Wendy Kinara, Michael L. Best, Irfan Essa, Stephen Edward Moore, Chris Fourie, Mercy Nyamewaa Asiedu
2024	A	`conf`	BayRnTune: Adaptive Bayesian Domain Randomization via Strategic Fine-tuning. IROS Tianle Huang, Nitish Sontakke, K. Niranjan Kumar, Irfan Essa, Stefanos Nikolaidis, Dennis W. Hong, Sehoon Ha
2024	J	`jnl`	CamViG: Camera Aware Image-to-Video Generation with Multimodal Transformers. CoRR Andrew Marmon, Grant Schindler, José Lezama, Dan Kondratyuk, Bryan Seybold, Irfan Essa
2024	J	`jnl`	Cropper: Vision-Language Model for Image Cropping through In-Context Learning. CoRR Seung Hyun Lee, Junjie Ke, Yinxiao Li, Junfeng He, Steven Hickson, Katie Datsenko, Sangpil Kim, Ming-Hsuan Yang, Irfan Essa, Feng Yang
2024	J	`jnl`	Exploring Efficient Foundational Multi-modal Models for Video Summarization. CoRR Karan Samel, Apoorva Beedu, Nitish Sontakke, Irfan Essa
2024	A*	`conf`	FineStyle: Fine-grained Controllable Style Personalization for Text-to-image Models. NeurIPS Gong Zhang, Kihyuk Sohn, Meera Hahn, Humphrey Shi, Irfan Essa
2024	A*	`conf`	Language Model Beats Diffusion - Tokenizer is key to visual generation. ICLR Lijun Yu, José Lezama, Nitesh Bharadwaj Gundavarapu, Luca Versari, Kihyuk Sohn, David Minnen, Yong Cheng, Agrim Gupta, Xiuye Gu, Alexander G. Hauptmann, Boqing Gong, Ming-Hsuan Yang, Irfan Essa, David A. Ross, Lu Jiang
2024	J	`jnl`	Learning Complex Non-Rigid Image Edits from Multimodal Conditioning. CoRR Nikolai Warner, Jack Kolb, Meera Hahn, Vighnesh Birodkar, Jonathan Huang, Irfan Essa
2024	J	`jnl`	Limitations in Employing Natural Language Supervision for Sensor-Based Human Activity Recognition - And Ways to Overcome Them. CoRR Harish Haresamudram, Apoorva Beedu, Mashfiqui Rabbi, Sankalita Saha, Irfan Essa, Thomas Ploetz
2024	J	`jnl`	Mamba Fusion: Learning Actions Through Questioning. CoRR Zhikang Dong, Apoorva Beedu, Jason Sheinkopf, Irfan Essa
2024	J	`jnl`	On the Efficacy of Text-Based Input Modalities for Action Anticipation. CoRR Apoorva Beedu, Karan Samel, Irfan Essa
2024	—	`conf`	Parrot: Pareto-Optimal Multi-reward Reinforcement Learning Framework for Text-to-Image Generation. ECCV (38) Seung Hyun Lee, Yinxiao Li, Junjie Ke, Innfarn Yoo, Han Zhang, Jiahui Yu, Qifei Wang, Fei Deng, Glenn Entis, Junfeng He, Gang Li, Sangpil Kim, Irfan Essa, Feng Yang
2024	J	`jnl`	Parrot: Pareto-optimal Multi-Reward Reinforcement Learning Framework for Text-to-Image Generation. CoRR Seung Hyun Lee, Yinxiao Li, Junjie Ke, Innfarn Yoo, Han Zhang, Jiahui Yu, Qifei Wang, Fei Deng, Glenn Entis, Junfeng He, Gang Li, Sangpil Kim, Irfan Essa, Feng Yang
2024	—	`conf`	Photorealistic Video Generation with Diffusion Models. ECCV (79) Agrim Gupta, Lijun Yu, Kihyuk Sohn, Xiuye Gu, Meera Hahn, Fei-Fei Li, Irfan Essa, Lu Jiang, José Lezama
2024	A*	`conf`	Prompt-Free Diffusion: Taking "Text" Out of Text-to-Image Diffusion Models. CVPR Xingqian Xu, Jiayi Guo, Zhangyang Wang, Gao Huang, Irfan Essa, Humphrey Shi
2024	—	`conf`	SLAIM: Robust Dense Neural SLAM for Online Tracking and Mapping. CVPR Workshops Vincent Cartillier, Grant Schindler, Irfan Essa
2024	J	`jnl`	SLAIM: Robust Dense Neural SLAM for Online Tracking and Mapping. CoRR Vincent Cartillier, Grant Schindler, Irfan Essa
2024	J	`jnl`	Towards Learning Discrete Representations via Self-Supervision for Wearables-Based Human Activity Recognition. Sensors Harish Haresamudram, Irfan Essa, Thomas Plötz
2024	A*	`conf`	VideoPoet: A Large Language Model for Zero-Shot Video Generation. ICML Dan Kondratyuk, Lijun Yu, Xiuye Gu, José Lezama, Jonathan Huang, Grant Schindler, Rachel Hornung, Vighnesh Birodkar, Jimmy Yan, Ming-Chang Chiu, Krishna Somandepalli, Hassan Akbari, Yair Alon, Yong Cheng, Joshua V. Dillon, Agrim Gupta, Meera Hahn, Anja Hauth, David Hendon, Alonso Martinez, David Minnen, Mikhail Sirotenko, Kihyuk Sohn, Xuan Yang, Hartwig Adam, Ming-Hsuan Yang, Irfan Essa, Huisheng Wang, David A. Ross, Bryan Seybold, Lu Jiang
2023	J	`jnl`	Automatic Multi-Path Web Story Creation from a Structural Article. CoRR Daniel Nkemelu, Peggy Chi, Daniel Castro Chin, Krishna Srinivasan, Irfan Essa
2023	J	`jnl`	BayRnTune: Adaptive Bayesian Domain Randomization via Strategic Fine-tuning. CoRR Tianle Huang, Nitish Sontakke, K. Niranjan Kumar, Irfan Essa, Stefanos Nikolaidis, Dennis W. Hong, Sehoon Ha
2023	J	`jnl`	Cascaded Compositional Residual Learning for Complex Interactive Behaviors. IEEE Robotics Autom. Lett. K. Niranjan Kumar, Irfan Essa, Sehoon Ha
2023	A*	`conf`	Discrete Predictor-Corrector Diffusion Models for Image Synthesis. ICLR José Lezama, Tim Salimans, Lu Jiang, Huiwen Chang, Jonathan Ho, Irfan Essa
2023	A*	`conf`	Emergence of Maps in the Memories of Blind Navigation Agents. ICLR Erik Wijmans, Manolis Savva, Irfan Essa, Stefan Lee, Ari S. Morcos, Dhruv Batra
2023	J	`jnl`	Emergence of Maps in the Memories of Blind Navigation Agents. AI Matters Erik Wijmans, Manolis Savva, Irfan Essa, Stefan Lee, Ari S. Morcos, Dhruv Batra
2023	J	`jnl`	Emergence of Maps in the Memories of Blind Navigation Agents. CoRR Erik Wijmans, Manolis Savva, Irfan Essa, Stefan Lee, Ari S. Morcos, Dhruv Batra
2023	B	`conf`	Integrating Noisy Knowledge into Language Representations for E-Commerce Applications. IEEE Big Data Karan Samel, Jun Ma, Zhengyang Wang, Tong Zhao, Irfan Essa
2023	A*	`conf`	Investigating Enhancements to Contrastive Predictive Coding for Human Activity Recognition. PERCOM Harish Haresamudram, Irfan Essa, Thomas Plötz
2023	J	`jnl`	Language Model Beats Diffusion - Tokenizer is Key to Visual Generation. CoRR Lijun Yu, José Lezama, Nitesh Bharadwaj Gundavarapu, Luca Versari, Kihyuk Sohn, David Minnen, Yong Cheng, Agrim Gupta, Xiuye Gu, Alexander G. Hauptmann, Boqing Gong, Ming-Hsuan Yang, Irfan Essa, David A. Ross, Lu Jiang
2023	J	`jnl`	Learning Disentangled Prompts for Compositional Image Synthesis. CoRR Kihyuk Sohn, Albert E. Shaw, Yuan Hao, Han Zhang, Luisa Polania, Huiwen Chang, Lu Jiang, Irfan Essa
2023	A*	`conf`	MAGVIT: Masked Generative Video Transformer. CVPR Lijun Yu, Yong Cheng, Kihyuk Sohn, José Lezama, Han Zhang, Huiwen Chang, Alexander G. Hauptmann, Ming-Hsuan Yang, Yuan Hao, Irfan Essa, Lu Jiang
2023	A*	`conf`	MaskSketch: Unpaired Structure-guided Masked Image Generation. CVPR Dina Bashkirova, José Lezama, Kihyuk Sohn, Kate Saenko, Irfan Essa
2023	J	`jnl`	MaskSketch: Unpaired Structure-guided Masked Image Generation. CoRR Dina Bashkirova, José Lezama, Kihyuk Sohn, Kate Saenko, Irfan Essa
2023	J	`jnl`	Multimodal Contrastive Learning with Hard Negative Sampling for Human Activity Recognition. CoRR Hyeongju Choi, Apoorva Beedu, Irfan Essa
2023	J	`jnl`	Photorealistic Video Generation with Diffusion Models. CoRR Agrim Gupta, Lijun Yu, Kihyuk Sohn, Xiuye Gu, Meera Hahn, Li Fei-Fei, Irfan Essa, Lu Jiang, José Lezama
2023	J	`jnl`	Prompt-Free Diffusion: Taking "Text" out of Text-to-Image Diffusion Models. CoRR Xingqian Xu, Jiayi Guo, Zhangyang Wang, Gao Huang, Irfan Essa, Humphrey Shi
2023	A*	`conf`	SPAE: Semantic Pyramid AutoEncoder for Multimodal Generation with Frozen LLMs. NeurIPS Lijun Yu, Yong Cheng, Zhiruo Wang, Vivek Kumar, Wolfgang Macherey, Yanping Huang, David A. Ross, Irfan Essa, Yonatan Bisk, Ming-Hsuan Yang, Kevin P. Murphy, Alexander G. Hauptmann, Lu Jiang
2023	J	`jnl`	SPAE: Semantic Pyramid AutoEncoder for Multimodal Generation with Frozen LLMs. CoRR Lijun Yu, Yong Cheng, Zhiruo Wang, Vivek Kumar, Wolfgang Macherey, Yanping Huang, David A. Ross, Irfan Essa, Yonatan Bisk, Ming-Hsuan Yang, Kevin Murphy, Alexander G. Hauptmann, Lu Jiang
2023	A*	`conf`	Slide Gestalt: Automatic Structure Extraction in Slide Decks for Non-Visual Access. CHI Yi-Hao Peng, Peggy Chi, Anjuli Kannan, Meredith Ringel Morris, Irfan Essa
2023	J	`jnl`	StyleDrop: Text-to-Image Generation in Any Style. CoRR Kihyuk Sohn, Nataniel Ruiz, Kimin Lee, Daniel Castro Chin, Irina Blok, Huiwen Chang, Jarred Barber, Lu Jiang, Glenn Entis, Yuanzhen Li, Yuan Hao, Irfan Essa, Michael Rubinstein, Dilip Krishnan
2023	A*	`conf`	StyleDrop: Text-to-Image Synthesis of Any Style. NeurIPS Kihyuk Sohn, Lu Jiang, Jarred Barber, Kimin Lee, Nataniel Ruiz, Dilip Krishnan, Huiwen Chang, Yuanzhen Li, Irfan Essa, Michael Rubinstein, Yuan Hao, Glenn Entis, Irina Blok, Daniel Castro Chin
2023	J	`jnl`	Tackling Hate Speech in Low-resource Languages with Context Experts. CoRR Daniel Nkemelu, Harshil Shah, Irfan Essa, Michael L. Best
2023	A	`conf`	Text and Click inputs for unambiguous open vocabulary instance segmentation. BMVC Vighnesh Birodkar, Jonathan Huang, Meera Hahn, Irfan Essa, Nikolai Warner
2023	J	`jnl`	Text and Click inputs for unambiguous open vocabulary instance segmentation. CoRR Nikolai Warner, Meera Hahn, Jonathan Huang, Irfan Essa, Vighnesh Birodkar
2023	J	`jnl`	Towards Learning Discrete Representations via Self-Supervision for Wearables-Based Human Activity Recognition. CoRR Harish Haresamudram, Irfan Essa, Thomas Ploetz
2023	J	`jnl`	VideoPoet: A Large Language Model for Zero-Shot Video Generation. CoRR Dan Kondratyuk, Lijun Yu, Xiuye Gu, José Lezama, Jonathan Huang, Rachel Hornung, Hartwig Adam, Hassan Akbari, Yair Alon, Vighnesh Birodkar, Yong Cheng, Ming-Chang Chiu, Joshua V. Dillon, Irfan Essa, Agrim Gupta, Meera Hahn, Anja Hauth, David Hendon, Alonso Martinez, David Minnen, David A. Ross, Grant Schindler, Mikhail Sirotenko, Kihyuk Sohn, Krishna Somandepalli, Huisheng Wang, Jimmy Yan, Ming-Hsuan Yang, Xuan Yang, Bryan Seybold, Lu Jiang
2023	A*	`conf`	Visual Prompt Tuning for Generative Transfer Learning. CVPR Kihyuk Sohn, Huiwen Chang, José Lezama, Luisa Polania, Han Zhang, Yuan Hao, Irfan Essa, Lu Jiang
2023	J	`jnl`	Words into Action: Learning Diverse Humanoid Robot Behaviors using Language Guided Iterative Motion Refinement. CoRR K. Niranjan Kumar, Irfan Essa, Sehoon Ha
2022	J	`jnl`	Assessing the State of Self-Supervised Human Activity Recognition Using Wearables. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Harish Haresamudram, Irfan Essa, Thomas Plötz
2022	J	`jnl`	Assessing the State of Self-Supervised Human Activity Recognition using Wearables. CoRR Harish Haresamudram, Irfan Essa, Thomas Plötz
2022	—	`conf`	BLT: Bidirectional Layout Transformer for Controllable Layout Generation. ECCV (17) Xiang Kong, Lu Jiang, Huiwen Chang, Han Zhang, Yuan Hao, Haifeng Gong, Irfan Essa
2022	J	`jnl`	Cascaded Compositional Residual Learning for Complex Interactive Behaviors. CoRR K. Niranjan Kumar, Irfan Essa, Sehoon Ha
2022	A*	`conf`	Discrete Representations Strengthen Vision Transformer Robustness. ICLR Chengzhi Mao, Lu Jiang, Mostafa Dehghani, Carl Vondrick, Rahul Sukthankar, Irfan Essa
2022	J	`jnl`	End-to-End Multimodal Representation Learning for Video Dialog. CoRR Huda AlAmri, Anthony Bilic, Michael Hu, Apoorva Beedu, Irfan Essa
2022	J	`jnl`	Finding Islands of Predictability in Action Forecasting. CoRR Daniel Scarafoni, Irfan Essa, Thomas Ploetz
2022	A*	`conf`	Graph-based Cluttered Scene Generation and Interactive Exploration using Deep Reinforcement Learning. ICRA K. Niranjan Kumar, Irfan Essa, Sehoon Ha
2022	A	`conf`	How to Train PointGoal Navigation Agents on a (Sample and Compute) Budget. AAMAS Erik Wijmans, Irfan Essa, Dhruv Batra
2022	—	`conf`	Improved Masked Image Generation with Token-Critic. ECCV (23) José Lezama, Huiwen Chang, Lu Jiang, Irfan Essa
2022	J	`jnl`	Improved Masked Image Generation with Token-Critic. CoRR José Lezama, Huiwen Chang, Lu Jiang, Irfan Essa
2022	J	`jnl`	Investigating Enhancements to Contrastive Predictive Coding for Human Activity Recognition. CoRR Harish Haresamudram, Irfan Essa, Thomas Ploetz
2022	J	`jnl`	Learning Temporal Rules from Noisy Timeseries Data. CoRR Karan Samel, Zelin Zhao, Binghong Chen, Shuang Li, Dharmashankar Subramanian, Irfan Essa, Le Song
2022	J	`jnl`	MAGVIT: Masked Generative Video Transformer. CoRR Lijun Yu, Yong Cheng, Kihyuk Sohn, José Lezama, Han Zhang, Huiwen Chang, Alexander G. Hauptmann, Ming-Hsuan Yang, Yuan Hao, Irfan Essa, Lu Jiang
2022	J	`jnl`	Multi-Stage Based Feature Fusion of Multi-Modal Data for Human Activity Recognition. CoRR Hyeongju Choi, Apoorva Beedu, Harish Haresamudram, Irfan Essa
2022	A*	`conf`	Synthesis-Assisted Video Prototyping From a Document. UIST Peggy Chi, Tao Dong, Christian Früh, Brian Colonna, Vivek Kwatra, Irfan Essa
2022	C	`conf`	Tackling Hate Speech in Low-resource Languages with Context Experts. ICTD Daniel Nkemelu, Harshil Shah, Michael L. Best, Irfan Essa
2022	A*	`conf`	VER: Scaling On-Policy RL Leads to the Emergence of Navigation in Embodied Rearrangement. NeurIPS Erik Wijmans, Irfan Essa, Dhruv Batra
2022	J	`jnl`	VER: Scaling On-Policy RL Leads to the Emergence of Navigation in Embodied Rearrangement. CoRR Erik Wijmans, Irfan Essa, Dhruv Batra
2022	J	`jnl`	Video based Object 6D Pose Estimation using Transformers. CoRR Apoorva Beedu, Huda AlAmri, Irfan Essa
2022	J	`jnl`	Visual Prompt Tuning for Generative Transfer Learning. CoRR Kihyuk Sohn, Yuan Hao, José Lezama, Luisa Polania, Huiwen Chang, Han Zhang, Irfan Essa, Lu Jiang
2021	A*	`conf`	Automatic Generation of Two-Level Hierarchical Tutorials from Instructional Makeup Videos. CHI Anh Truong, Peggy Chi, David Salesin, Irfan Essa, Maneesh Agrawala
2021	A*	`conf`	Automatic Instructional Video Creation from a Markdown-Formatted Tutorial. UIST Peggy Chi, Nathan Frey, Katrina Panovich, Irfan Essa
2021	J	`jnl`	Automatic Non-Linear Video Editing Transfer. CoRR Nathan Frey, Peggy Chi, Weilong Yang, Irfan Essa
2021	J	`jnl`	BLT: Bidirectional Layout Transformer for Controllable Layout Generation. CoRR Xiang Kong, Lu Jiang, Huiwen Chang, Han Zhang, Yuan Hao, Haifeng Gong, Irfan Essa
2021	J	`jnl`	Discrete Representations Strengthen Vision Transformer Robustness. CoRR Chengzhi Mao, Lu Jiang, Mostafa Dehghani, Carl Vondrick, Rahul Sukthankar, Irfan Essa
2021	J	`jnl`	Graph-based Cluttered Scene Generation and Interactive Exploration using Deep Reinforcement Learning. CoRR K. Niranjan Kumar, Irfan Essa, Sehoon Ha
2021	J	`jnl`	PLAN-B: Predicting Likely Alternative Next Best Sequences for Action Prediction. CoRR Dan Scarafoni, Irfan Essa, Thomas Ploetz
2021	A*	`conf`	Semantic MapNet: Building Allocentric Semantic Maps and Representations from Egocentric Views. AAAI Vincent Cartillier, Zhile Ren, Neha Jain, Stefan Lee, Irfan Essa, Dhruv Batra
2021	A*	`conf`	Text as Neural Operator: Image Manipulation by Text Instruction. ACM Multimedia Tianhao Zhang, Hung-Yu Tseng, Lu Jiang, Weilong Yang, Honglak Lee, Irfan Essa
2021	A	`conf`	Unsupervised Discovery of Actions in Instructional Videos. BMVC A. J. Piergiovanni, Anelia Angelova, Michael S. Ryoo, Irfan Essa
2021	J	`jnl`	VideoPose: Estimating 6D object pose from videos. CoRR Apoorva Beedu, Zhile Ren, Varun Agrawal, Irfan Essa
2020	J	`jnl`	Analyzing Visual Representations in Embodied Navigation Tasks. CoRR Erik Wijmans, Julian Straub, Dhruv Batra, Irfan Essa, Judy Hoffman, Ari Morcos
2020	A*	`conf`	Automatic Video Creation From a Web Page. UIST Peggy Chi, Zheng Sun, Katrina Panovich, Irfan Essa
2020	A*	`conf`	DD-PPO: Learning Near-Perfect PointGoal Navigators from 2.5 Billion Frames. ICLR Erik Wijmans, Abhishek Kadian, Ari Morcos, Stefan Lee, Irfan Essa, Devi Parikh, Manolis Savva, Dhruv Batra
2020	J	`jnl`	How to Train PointGoal Navigation Agents on a (Sample and Compute) Budget. CoRR Erik Wijmans, Irfan Essa, Dhruv Batra
2020	—	`conf`	Neural Design Network: Graphic Layout Generation with Constraints. ECCV (3) Hsin-Ying Lee, Lu Jiang, Irfan Essa, Phuong B. Le, Haifeng Gong, Ming-Hsuan Yang, Weilong Yang
2020	J	`jnl`	Semantic MapNet: Building Allocentric SemanticMaps and Representations from Egocentric Views. CoRR Vincent Cartillier, Zhile Ren, Neha Jain, Stefan Lee, Irfan Essa, Dhruv Batra
2020	J	`jnl`	Text as Neural Operator: Image Manipulation by Text Instruction. CoRR Tianhao Zhang, Hung-Yu Tseng, Lu Jiang, Honglak Lee, Irfan Essa, Weilong Yang
2019	A*	`conf`	A Data-Driven Predictive Model of Individual-Specific Effects of FES on Human Gait Dynamics. ICRA Luke Drnach, Jessica L. Allen, Irfan Essa, Lena H. Ting
2019	A*	`conf`	Audio Visual Scene-Aware Dialog. CVPR Huda AlAmri, Vincent Cartillier, Abhishek Das, Jue Wang, Anoop Cherian, Irfan Essa, Dhruv Batra, Tim K. Marks, Chiori Hori, Peter Anderson, Stefan Lee, Devi Parikh
2019	J	`jnl`	Audio-Visual Scene-Aware Dialog. CoRR Huda AlAmri, Vincent Cartillier, Abhishek Das, Jue Wang, Stefan Lee, Peter Anderson, Irfan Essa, Devi Parikh, Dhruv Batra, Anoop Cherian, Tim K. Marks, Chiori Hori
2019	J	`jnl`	Decentralized Distributed PPO: Solving PointGoal Navigation. CoRR Erik Wijmans, Abhishek Kadian, Ari Morcos, Stefan Lee, Irfan Essa, Devi Parikh, Manolis Savva, Dhruv Batra
2019	A*	`conf`	Embodied Question Answering in Photorealistic Environments With Point Cloud Perception. CVPR Erik Wijmans, Samyak Datta, Oleksandr Maksymets, Abhishek Das, Georgia Gkioxari, Stefan Lee, Irfan Essa, Devi Parikh, Dhruv Batra
2019	J	`jnl`	Embodied Question Answering in Photorealistic Environments with Point Cloud Perception. CoRR Erik Wijmans, Samyak Datta, Oleksandr Maksymets, Abhishek Das, Georgia Gkioxari, Stefan Lee, Irfan Essa, Devi Parikh, Dhruv Batra
2019	Misc	`conf`	End-to-end Audio Visual Scene-aware Dialog Using Multimodal Attention-based Video Features. ICASSP Chiori Hori, Huda AlAmri, Jue Wang, Gordon Wichern, Takaaki Hori, Anoop Cherian, Tim K. Marks, Vincent Cartillier, Raphael Gontijo Lopes, Abhishek Das, Irfan Essa, Dhruv Batra, Devi Parikh
2019	J	`jnl`	Estimating Mass Distribution of Articulated Objects through Physical Interaction. CoRR Niranjan Kumar Kannabiran, Irfan Essa, C. Karen Liu
2019	J	`jnl`	Neural Design Network: Graphic Layout Generation with Constraints. CoRR Hsin-Ying Lee, Weilong Yang, Lu Jiang, Madison Le, Irfan Essa, Haifeng Gong, Ming-Hsuan Yang
2018	J	`jnl`	Audio Visual Scene-Aware Dialog (AVSD) Challenge at DSTC7. CoRR Huda AlAmri, Vincent Cartillier, Raphael Gontijo Lopes, Abhishek Das, Jue Wang, Irfan Essa, Dhruv Batra, Devi Parikh, Anoop Cherian, Tim K. Marks, Chiori Hori
2018	J	`jnl`	End-to-End Audio Visual Scene-Aware Dialog using Multimodal Attention-Based Video Features. CoRR Chiori Hori, Huda AlAmri, Jue Wang, Gordon Wichern, Takaaki Hori, Anoop Cherian, Tim K. Marks, Vincent Cartillier, Raphael Gontijo Lopes, Abhishek Das, Irfan Essa, Dhruv Batra, Devi Parikh
2018	—	`conf`	Identifying Gait Phases from Joint Kinematics during Walking with Switched Linear Dynamical Systems. BioRob Luke Drnach, Irfan Essa, Lena H. Ting
2018	J	`jnl`	Unbiasing Semantic Segmentation For Robot Perception using Synthetic Data Feature Transfer. CoRR Jonathan C. Balloch, Varun Agrawal, Irfan Essa, Sonia Chernova
2018	A*	`conf`	rtCaptcha: A Real-Time CAPTCHA Based Liveness Detection System. NDSS Erkam Uzun, Simon Pak Ho Chung, Irfan Essa, Wenke Lee
2017	J	`jnl`	Computer Vision in Sports. Comput. Vis. Image Underst. Thomas B. Moeslund, Graham A. Thomas, Adrian Hilton, Peter Carr, Irfan Essa
2017	A	`conf`	One-Shot Learning for Semantic Segmentation. BMVC Amirreza Shaban, Shray Bansal, Zhen Liu, Irfan Essa, Byron Boots
2017	J	`jnl`	One-Shot Learning for Semantic Segmentation. CoRR Amirreza Shaban, Shray Bansal, Zhen Liu, Irfan Essa, Byron Boots
2001	—	`conf`	Towards reliable multimodal sensing in aware environments. PUI Scott Stillman, Irfan Essa