Antonio Torralba

487 papers A* 141A 10B 5C 1Misc 2Journal 241Unranked 86
YearRankTypeTitle / Venue / Authors
2026 J jnl
Ambient Dataloops: Generative Models for Dataset Refinement.
CoRR
Adrián Rodríguez-Muñoz, William Daspit, Adam R. Klivans, Antonio Torralba, Constantinos Daskalakis, Giannis Daras
2026 J jnl
End-to-End Training for Unified Tokenization and Latent Denoising.
CoRR
Shivam Duggal, Xingjian Bai, Zongze Wu, Richard Zhang, Eli Shechtman, Antonio Torralba, Phillip Isola, William T. Freeman
2026 J jnl
Fairness Aware Reward Optimization.
CoRR
Ching Lam Choi, Vighnesh Subramaniam, Phillip Isola, Antonio Torralba, Stefanie Jegelka
2026 J jnl
Motion Attribution for Video Generation.
CoRR
Xindi Wu, Despoina Paschalidou, Jun Gao, Antonio Torralba, Laura Leal-Taixé, Olga Russakovsky, Sanja Fidler, Jonathan Lorraine
2026 J jnl
Pitfalls in Evaluating Interpretability Agents.
CoRR
Tal Haklay, Nikhil Prakash, Sana Pandey, Antonio Torralba, Aaron Mueller, Jacob Andreas, Tamar Rott Shaham, Yonatan Belinkov
2026 J jnl
Seeing Through the PRISM: Compound & Controllable Restoration of Scientific Images.
CoRR
Rupa Kurinchi-Vendhan, Pratyusha Sharma, Antonio Torralba, Sara Beery
2026 J jnl
Self-Supervised Flow Matching for Scalable Multi-Modal Synthesis.
CoRR
Hila Chefer, Patrick Esser, Dominik Lorenz, Dustin Podell, Vikash Raja, Vinh Tong, Antonio Torralba, Robin Rombach
2026 J jnl
The Dual Mechanisms of Spatial Reasoning in Vision-Language Models.
CoRR
Kelly Cui, Nikhil Prakash, Ayush Raina, David Bau, Antonio Torralba, Tamar Rott Shaham
2026 J jnl
VideoSketcher: Video Models Prior Enable Versatile Sequential Sketch Generation.
CoRR
Hui Ren, Yuval Alaluf, Omer Bar Tal, Alexander Schwing, Antonio Torralba, Yael Vinker
2026 A* conf
VirtualEnv: A Platform for Embodied AI Research.
AAAI
Kabir Swain, Sijie Han, Ayush Raina, Jin Zhang, Shuang Li, Michael Stopa, Antonio Torralba
2026 J jnl
VirtualEnv: A Platform for Embodied AI Research.
CoRR
Kabir Swain, Sijie Han, Ayush Raina, Jin Zhang, Shuang Li, Michael Stopa, Antonio Torralba
2026 B conf
WiReSens Toolkit: An Open-source Platform towards Accessible Wireless Tactile Sensing.
TEI
Devin Murphy, Junyi Zhu, Akshay Gadre, Antonio Torralba, Paul Pu Liang, Wojciech Matusik, Yiyue Luo
2025 A* conf
Adaptive Length Image Tokenization via Recurrent Allocation.
ICLR
Shivam Duggal, Phillip Isola, Antonio Torralba, William T. Freeman
2025 J jnl
Ambient Diffusion Omni: Training Good Models with Bad Data.
CoRR
Giannis Daras, Adrián Rodríguez-Muñoz, Adam R. Klivans, Antonio Torralba, Constantinos Daskalakis
2025 J jnl
Automated Detection of Visual Attribute Reliance with a Self-Reflective Agent.
CoRR
Christy Li, Josep López Camuñas, Jake Thomas Touchet, Jacob Andreas, Àgata Lapedriza, Antonio Torralba, Tamar Rott Shaham
2025 J jnl
BrainExplore: Large-Scale Discovery of Interpretable Visual Representations in the Human Brain.
CoRR
Navve Wasserman, Matias Cosarinsky, Yuval Golbari, Aude Oliva, Antonio Torralba, Tamar Rott Shaham, Michal Irani
2025 J jnl
Compositional Physical Reasoning of Objects and Events From Videos.
IEEE Trans. Pattern Anal. Mach. Intell.
Zhenfang Chen, Shilong Dong, Kexin Yi, Yunzhu Li, Mingyu Ding, Antonio Torralba, Joshua B. Tenenbaum, Chuang Gan
2025 J jnl
Dataset Distillation for Pre-Trained Self-Supervised Vision Models.
CoRR
George Cazenavette, Antonio Torralba, Vincent Sitzmann
2025 J jnl
DiffEM: Learning from Corrupted Data with Diffusion Models via Expectation Maximization.
CoRR
Danial Hosseintabar, Fan Chen, Giannis Daras, Antonio Torralba, Constantinos Daskalakis
2025 J jnl
Ego4D: Around the World in 3,600 Hours of Egocentric Video.
IEEE Trans. Pattern Anal. Mach. Intell.
Kristen Grauman, Andrew Westbury, Eugene Byrne, Vincent Cartillier, Zachary Chavis, Antonino Furnari, Rohit Girdhar, Jackson Hamburger, Hao Jiang, Devansh Kukreja, Miao Liu, Xingyu Liu, Miguel Martin, Tushar Nagarajan, Ilija Radosavovic, Santhosh Kumar Ramakrishnan, Fiona Ryan, Jayant Sharma, Michael Wray, Mengmeng Xu, Eric Zhongcong Xu, Chen Zhao, Siddhant Bansal, Dhruv Batra, Sean Crane, Tien Do, Morrie Doulaty, Akshay Erapalli, Christoph Feichtenhofer, Adriano Fragomeni, Qichen Fu, Abrham Gebreselasie, Cristina González, James Hillis, Xuhua Huang, Yifei Huang, Wenqi Jia, Weslie Khoo, Jáchym Kolár, Satwik Kottur, Anurag Kumar, Federico Landini, Chao Li, Yanghao Li, Zhenqiang Li, Karttikeya Mangalam, Raghava Modhugu, Jonathan Munro, Tullie Murrell, Takumi Nishiyasu, Will Price, Paola Ruiz Puentes, Merey Ramazanova, Leda Sari, Kiran K. Somasundaram, Audrey Southerland, Yusuke Sugano, Ruijie Tao, Minh Vo, Yuchen Wang, Xindi Wu, Takuma Yagi, Ziwei Zhao, Yunyi Zhu, Pablo Arbeláez, David Crandall, Dima Damen, Giovanni Maria Farinella, Christian Fuegen, Bernard Ghanem, Vamsi Krishna Ithapu, C. V. Jawahar, Hanbyul Joo, Kris Kitani, Haizhou Li, Richard A. Newcombe, Aude Oliva, Hyun Soo Park, James M. Rehg, Yoichi Sato, Jianbo Shi, Mike Zheng Shou, Antonio Torralba, Lorenzo Torresani, Mingfei Yan, Jitendra Malik
2025 A* conf
Eval3D: Interpretable and Fine-grained Evaluation for 3D Generation.
CVPR
Shivam Duggal, Yushi Hu, Oscar Michel, Aniruddha Kembhavi, William T. Freeman, Noah A. Smith, Ranjay Krishna, Antonio Torralba, Ali Farhadi, Wei-Chiu Ma
2025 J jnl
Eval3D: Interpretable and Fine-grained Evaluation for 3D Generation.
CoRR
Shivam Duggal, Yushi Hu, Oscar Michel, Aniruddha Kembhavi, William T. Freeman, Noah A. Smith, Ranjay Krishna, Antonio Torralba, Ali Farhadi, Wei-Chiu Ma
2025 — conf
Fits like a Flex-Glove: Automatic Design of Personalized FPCB-Based Tactile Sensing Gloves.
CHI Extended Abstracts
Devin Murphy, Yichen Li, Crystal Elaine Owens, Layla Stanton, Paul Pu Liang, Yiyue Luo, Antonio Torralba, Wojciech Matusik
2025 J jnl
Fits like a Flex-Glove: Automatic Design of Personalized FPCB-Based Tactile Sensing Gloves.
CoRR
Devin Murphy, Yichen Li, Crystal Elaine Owens, Layla Stanton, Young Joong Lee, Paul Pu Liang, Yiyue Luo, Antonio Torralba, Wojciech Matusik
2025 J jnl
Generalized Dynamics Generation towards Scannable Physical World Model.
CoRR
Yichen Li, Zhiyi Li, Brandon Feng, Dinghuai Zhang, Antonio Torralba
2025 J jnl
MultiModal Action Conditioned Video Generation.
CoRR
Yichen Li, Antonio Torralba
2025 A* conf
Multiagent Finetuning: Self Improvement with Diverse Reasoning Chains.
ICLR
Vighnesh Subramaniam, Yilun Du, Joshua B. Tenenbaum, Antonio Torralba, Shuang Li, Igor Mordatch
2025 J jnl
Multiagent Finetuning: Self Improvement with Diverse Reasoning Chains.
CoRR
Vighnesh Subramaniam, Yilun Du, Joshua B. Tenenbaum, Antonio Torralba, Shuang Li, Igor Mordatch
2025 J jnl
OPENTOUCH: Bringing Full-Hand Touch to Real-World Interaction.
CoRR
Yuxin Ray Song, Jinzhou Li, Rao Fu, Devin Murphy, Kaichen Zhou, Rishi Shiv, Yaqi Li, Haoyu Xiong, Crystal Elaine Owens, Yilun Du, Yiyue Luo, Xianyi Cheng, Antonio Torralba, Wojciech Matusik, Paul Pu Liang
2025 J jnl
Score Distillation Sampling for Audio: Source Separation, Synthesis, and Beyond.
CoRR
Jessie Richter-Powell, Antonio Torralba, Jonathan Lorraine
2025 A* conf
Separating Knowledge and Perception with Procedural Data.
ICML
Adrián Rodríguez-Muñoz, Manel Baradad, Phillip Isola, Antonio Torralba
2025 J jnl
Separating Knowledge and Perception with Procedural Data.
CoRR
Adrián Rodríguez-Muñoz, Manel Baradad, Phillip Isola, Antonio Torralba
2025 J jnl
Single-pass Adaptive Image Tokenization for Minimum Program Search.
CoRR
Shivam Duggal, SangHyun Byun, William T. Freeman, Antonio Torralba, Phillip Isola
2025 A* conf
SketchAgent: Language-Driven Sequential Sketch Generation.
CVPR
Yael Vinker, Tamar Rott Shaham, Kristine Zheng, Alex Zhao, Judith E. Fan, Antonio Torralba
2025 J jnl
UniDetector: Towards Universal Object Detection With Heterogeneous Supervision.
IEEE Trans. Pattern Anal. Mach. Intell.
Zhenyu Wang, Yali Li, Xi Chen, Ser-Nam Lim, Antonio Torralba, Hengshuang Zhao, Shengjin Wang
2024 A* conf
A Multimodal Automated Interpretability Agent.
ICML
Tamar Rott Shaham, Sarah Schwettmann, Franklin Wang, Achyuta Rajaram, Evan Hernandez, Jacob Andreas, Antonio Torralba
2024 J jnl
A Multimodal Automated Interpretability Agent.
CoRR
Tamar Rott Shaham, Sarah Schwettmann, Franklin Wang, Achyuta Rajaram, Evan Hernandez, Jacob Andreas, Antonio Torralba
2024 A* conf
A Vision Check-up for Language Models.
CVPR
Pratyusha Sharma, Tamar Rott Shaham, Manel Baradad, Adrián Rodríuez-Muñoz, Shivam Duggal, Phillip Isola, Antonio Torralba, Stephanie Fu
2024 J jnl
A Vision Check-up for Language Models.
CoRR
Pratyusha Sharma, Tamar Rott Shaham, Manel Baradad, Stephanie Fu, Adrián Rodríguez-Muñoz, Shivam Duggal, Phillip Isola, Antonio Torralba
2024 J jnl
Adaptive Length Image Tokenization via Recurrent Allocation.
CoRR
Shivam Duggal, Phillip Isola, Antonio Torralba, William T. Freeman
2024 A* conf
Align Your Gaussians: Text-to-4D with Dynamic 3D Gaussians and Composed Diffusion Models.
CVPR
Huan Ling, Seung Wook Kim, Antonio Torralba, Sanja Fidler, Karsten Kreis
2024 J jnl
Art-Free Generative Models: Art Creation Without Graphic Art Knowledge.
CoRR
Hui Ren, Joanna Materzynska, Rohit Gandikota, David Bau, Antonio Torralba
2024 J jnl
Automatic Discovery of Visual Circuits.
CoRR
Achyuta Rajaram, Neil Chowdhury, Antonio Torralba, Jacob Andreas, Sarah Schwettmann
2024 — conf
Characterizing Model Robustness via Natural Input Gradients.
ECCV (76)
Adrián Rodríguez-Muñoz, Tongzhou Wang, Antonio Torralba
2024 J jnl
Characterizing Model Robustness via Natural Input Gradients.
CoRR
Adrián Rodríguez-Muñoz, Tongzhou Wang, Antonio Torralba
2024 J jnl
Compositional Physical Reasoning of Objects and Events from Videos.
CoRR
Zhenfang Chen, Shilong Dong, Kexin Yi, Yunzhu Li, Mingyu Ding, Antonio Torralba, Joshua B. Tenenbaum, Chuang Gan
2024 — conf
Concept Sliders: LoRA Adaptors for Precise Control in Diffusion Models.
ECCV (40)
Rohit Gandikota, Joanna Materzynska, Tingrui Zhou, Antonio Torralba, David Bau
2024 A* conf
ConceptGraphs: Open-Vocabulary 3D Scene Graphs for Perception and Planning.
ICRA
Qiao Gu, Ali Kuwajerwala, Sacha Morin, Krishna Murthy Jatavallabhula, Bipasha Sen, Aditya Agarwal, Corban Rivera, William Paul, Kirsty Ellis, Rama Chellappa, Chuang Gan, Celso Miguel de Melo, Joshua B. Tenenbaum, Antonio Torralba, Florian Shkurti, Liam Paull
2024 A* conf
Efficient 3D Instance Mapping and Localization with Neural Fields.
ICRA
George Tang, Krishna Murthy Jatavallabhula, Antonio Torralba
2024 J jnl
Efficient 3D Instance Mapping and Localization with Neural Fields.
CoRR
George Tang, Krishna Murthy Jatavallabhula, Antonio Torralba
2024 J jnl
Feed-Forward Bullet-Time Reconstruction of Dynamic Scenes from Monocular Videos.
CoRR
Hanxue Liang, Jiawei Ren, Ashkan Mirzaei, Antonio Torralba, Ziwei Liu, Igor Gilitschenski, Sanja Fidler, Cengiz Öztireli, Huan Ling, Zan Gojcic, Jiahui Huang
2024 A conf
GOMA: Proactive Embodied Cooperative Communication via Goal-Oriented Mental Alignment.
IROS
Lance Ying, Kunal Jha, Shivam Aarya, Joshua B. Tenenbaum, Antonio Torralba, Tianmin Shu
2024 J jnl
GOMA: Proactive Embodied Cooperative Communication via Goal-Oriented Mental Alignment.
CoRR
Lance Ying, Kunal Jha, Shivam Aarya, Joshua B. Tenenbaum, Antonio Torralba, Tianmin Shu
2024 A* conf
Improving Factuality and Reasoning in Language Models through Multiagent Debate.
ICML
Yilun Du, Shuang Li, Antonio Torralba, Joshua B. Tenenbaum, Igor Mordatch
2024 A* conf
L4GM: Large 4D Gaussian Reconstruction Model.
NeurIPS
Jiawei Ren, Cheng Xie, Ashkan Mirzaei, Hanxue Liang, Xiaohui Zeng, Karsten Kreis, Ziwei Liu, Antonio Torralba, Sanja Fidler, Seung Wook Kim, Huan Ling
2024 J jnl
L4GM: Large 4D Gaussian Reconstruction Model.
CoRR
Jiawei Ren, Kevin Xie, Ashkan Mirzaei, Hanxue Liang, Xiaohui Zeng, Karsten Kreis, Ziwei Liu, Antonio Torralba, Sanja Fidler, Seung Wook Kim, Huan Ling
2024 — conf
LATTE3D: Large-scale Amortized Text-To-Enhanced3D Synthesis.
ECCV (77)
Kevin Xie, Jonathan Lorraine, Tianshi Cao, Jun Gao, James Lucas, Antonio Torralba, Sanja Fidler, Xiaohui Zeng
2024 J jnl
LATTE3D: Large-scale Amortized Text-To-Enhanced3D Synthesis.
CoRR
Kevin Xie, Jonathan Lorraine, Tianshi Cao, Jun Gao, James Lucas, Antonio Torralba, Sanja Fidler, Xiaohui Zeng
2024 A* conf
Learning to Jointly Understand Visual and Tactile Signals.
ICLR
Yichen Li, Yilun Du, Chao Liu, Chao Liu, Francis Williams, Michael Foshey, Benjamin Eckart, Jan Kautz, Joshua B. Tenenbaum, Antonio Torralba, Wojciech Matusik
2024 J jnl
LoRA vs Full Fine-tuning: An Illusion of Equivalence.
CoRR
Reece Shuttleworth, Jacob Andreas, Antonio Torralba, Pratyusha Sharma
2024 — conf
MMToM-QA: Multimodal Theory of Mind Question Answering.
ACL (1)
Chuanyang Jin, Yutong Wu, Jing Cao, Jiannan Xiang, Yen-Ling Kuo, Zhiting Hu, Tomer D. Ullman, Antonio Torralba, Joshua B. Tenenbaum, Tianmin Shu
2024 J jnl
MMToM-QA: Multimodal Theory of Mind Question Answering.
CoRR
Chuanyang Jin, Yutong Wu, Jing Cao, Jiannan Xiang, Yen-Ling Kuo, Zhiting Hu, Tomer D. Ullman, Antonio Torralba, Joshua B. Tenenbaum, Tianmin Shu
2024 — conf
NewMove: Customizing Text-to-Video Models with Novel Motions.
ACCV (5)
Joanna Materzynska, Josef Sivic, Eli Shechtman, Antonio Torralba, Richard Zhang, Bryan C. Russell
2024 J jnl
SketchAgent: Language-Driven Sequential Sketch Generation.
CoRR
Yael Vinker, Tamar Rott Shaham, Kristine Zheng, Alex Zhao, Judith E. Fan, Antonio Torralba
2024 J jnl
Structure from Duplicates: Neural Inverse Graphics from a Pile of Objects.
CoRR
Tianhang Cheng, Wei-Chiu Ma, Kaiyu Guan, Antonio Torralba, Shenlong Wang
2023 — conf
3D-IntPhys: Towards More Generalized 3D-grounded Visual Intuitive Physics under Challenging Scenes.
CVPR Workshops
Haotian Xue, Antonio Torralba, Joshua B. Tenenbaum, Daniel Yamins, Yunzhu Li, Hsiao-Yu Tung
2023 A* conf
3D-IntPhys: Towards More Generalized 3D-grounded Visual Intuitive Physics under Challenging Scenes.
NeurIPS
Haotian Xue, Antonio Torralba, Josh Tenenbaum, Dan Yamins, Yunzhu Li, Hsiao-Yu Tung
2023 J jnl
3D-IntPhys: Towards More Generalized 3D-grounded Visual Intuitive Physics under Challenging Scenes.
CoRR
Haotian Xue, Antonio Torralba, Joshua B. Tenenbaum, Daniel L. K. Yamins, Yunzhu Li, Hsiao-Yu Tung
2023 J jnl
A Function Interpretation Benchmark for Evaluating Interpretability Methods.
CoRR
Sarah Schwettmann, Tamar Rott Shaham, Joanna Materzynska, Neil Chowdhury, Shuang Li, Jacob Andreas, David Bau, Antonio Torralba
2023 J jnl
Align Your Gaussians: Text-to-4D with Dynamic 3D Gaussians and Composed Diffusion Models.
CoRR
Huan Ling, Seung Wook Kim, Antonio Torralba, Sanja Fidler, Karsten Kreis
2023 A* conf
BT
ICCV
Yifei Zhou, Zilu Li, Abhinav Shrivastava, Hengshuang Zhao, Antonio Torralba, Tai-Peng Tian, Ser-Nam Lim
2023 J jnl
Background Prompting for Improved Object Depth.
CoRR
Manel Baradad, Yuanzhen Li, Forrester Cole, Michael Rubinstein, Antonio Torralba, William T. Freeman, Varun Jampani
2023 J jnl
CAvatar: Real-time Human Activity Mesh Reconstruction via Tactile Carpets.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Wenqiang Chen, Yexin Hu, Wei Song, Yingcheng Liu, Antonio Torralba, Wojciech Matusik
2023 A* conf
Composing Ensembles of Pre-trained Models via Iterative Consensus.
ICLR
Shuang Li, Yilun Du, Joshua B. Tenenbaum, Antonio Torralba, Igor Mordatch
2023 J jnl
Concept Sliders: LoRA Adaptors for Precise Control in Diffusion Models.
CoRR
Rohit Gandikota, Joanna Materzynska, Tingrui Zhou, Antonio Torralba, David Bau
2023 J jnl
ConceptFusion: Open-set Multimodal 3D Mapping.
CoRR
Krishna Murthy Jatavallabhula, Alihusein Kuwajerwala, Qiao Gu, Mohd. Omama, Tao Chen, Shuang Li, Ganesh Iyer, Soroush Saryazdi, Nikhil Varma Keetha, Ayush Tewari, Joshua B. Tenenbaum, Celso Miguel de Melo, K. Madhava Krishna, Liam Paull, Florian Shkurti, Antonio Torralba
2023 — conf
ConceptFusion: Open-set multimodal 3D mapping.
Robotics: Science and Systems
Krishna Murthy Jatavallabhula, Alihusein Kuwajerwala, Qiao Gu, Mohd. Omama, Ganesh Iyer, Soroush Saryazdi, Tao Chen, Alaa Maalouf, Shuang Li, Nikhil Varma Keetha, Ayush Tewari, Joshua B. Tenenbaum, Celso Miguel de Melo, K. Madhava Krishna, Liam Paull, Florian Shkurti, Antonio Torralba
2023 J jnl
ConceptGraphs: Open-Vocabulary 3D Scene Graphs for Perception and Planning.
CoRR
Qiao Gu, Alihusein Kuwajerwala, Sacha Morin, Krishna Murthy Jatavallabhula, Bipasha Sen, Aditya Agarwal, Corban Rivera, William Paul, Kirsty Ellis, Rama Chellappa, Chuang Gan, Celso Miguel de Melo, Joshua B. Tenenbaum, Antonio Torralba, Florian Shkurti, Liam Paull
2023 J jnl
Customizing Motion in Text-to-Video Diffusion Models.
CoRR
Joanna Materzynska, Josef Sivic, Eli Shechtman, Antonio Torralba, Richard Zhang, Bryan C. Russell
2023 J jnl
Debiasing Vision-Language Models via Biased Prompts.
CoRR
Ching-Yao Chuang, Varun Jampani, Yuanzhen Li, Antonio Torralba, Stefanie Jegelka
2023 A* conf
Detecting Everything in the Open World: Towards Universal Object Detection.
CVPR
Zhenyu Wang, Yali Li, Xi Chen, Ser-Nam Lim, Antonio Torralba, Hengshuang Zhao, Shengjin Wang
2023 J jnl
Detecting Everything in the Open World: Towards Universal Object Detection.
CoRR
Zhenyu Wang, Yali Li, Xi Chen, Ser-Nam Lim, Antonio Torralba, Hengshuang Zhao, Shengjin Wang
2023 A* conf
DreamTeacher: Pretraining Image Backbones with Deep Generative Models.
ICCV
Daiqing Li, Huan Ling, Amlan Kar, David Acuna, Seung Wook Kim, Karsten Kreis, Antonio Torralba, Sanja Fidler
2023 J jnl
DreamTeacher: Pretraining Image Backbones with Deep Generative Models.
CoRR
Daiqing Li, Huan Ling, Amlan Kar, David Acuna, Seung Wook Kim, Karsten Kreis, Antonio Torralba, Sanja Fidler
2023 A* conf
FIND: A Function Description Benchmark for Evaluating Interpretability Methods.
NeurIPS
Sarah Schwettmann, Tamar Rott Shaham, Joanna Materzynska, Neil Chowdhury, Shuang Li, Jacob Andreas, David Bau, Antonio Torralba
2023 A* conf
FluidLab: A Differentiable Environment for Benchmarking Complex Fluid Manipulation.
ICLR
Zhou Xian, Bo Zhu, Zhenjia Xu, Hsiao-Yu Tung, Antonio Torralba, Katerina Fragkiadaki, Chuang Gan
2023 J jnl
FluidLab: A Differentiable Environment for Benchmarking Complex Fluid Manipulation.
CoRR
Zhou Xian, Bo Zhu, Zhenjia Xu, Hsiao-Yu Tung, Antonio Torralba, Katerina Fragkiadaki, Chuang Gan
2023 J jnl
Follow Anything: Open-set detection, tracking, and following in real-time.
CoRR
Alaa Maalouf, Ninad Jadhav, Krishna Murthy Jatavallabhula, Makram Chahine, Daniel M. Vogt, Robert J. Wood, Antonio Torralba, Daniela Rus
2023 A* conf
Generalizing Dataset Distillation via Deep Generative Prior.
CVPR
George Cazenavette, Tongzhou Wang, Antonio Torralba, Alexei A. Efros, Jun-Yan Zhu
2023 J jnl
Generalizing Dataset Distillation via Deep Generative Prior.
CoRR
George Cazenavette, Tongzhou Wang, Antonio Torralba, Alexei A. Efros, Jun-Yan Zhu
2023 J jnl
Improving Factuality and Reasoning in Language Models through Multiagent Debate.
CoRR
Yilun Du, Shuang Li, Antonio Torralba, Joshua B. Tenenbaum, Igor Mordatch
2023 J jnl
Incidents1M: A Large-Scale Dataset of Images With Natural Disasters, Damage, and Incidents.
IEEE Trans. Pattern Anal. Mach. Intell.
Ethan Weber, Dim P. Papadopoulos, Àgata Lapedriza, Ferda Ofli, Muhammad Imran, Antonio Torralba
2023 — conf
Multimodal Neurons in Pretrained Text-Only Transformers.
ICCV (Workshops)
Sarah Schwettmann, Neil Chowdhury, Samuel Klein, David Bau, Antonio Torralba
2023 J jnl
Multimodal Neurons in Pretrained Text-Only Transformers.
CoRR
Sarah Schwettmann, Neil Chowdhury, Antonio Torralba
2023 A* conf
NOPA: Neurally-guided Online Probabilistic Assistance for Building Socially Intelligent Home Assistants.
ICRA
Xavier Puig, Tianmin Shu, Joshua B. Tenenbaum, Antonio Torralba
2023 J jnl
NOPA: Neurally-guided Online Probabilistic Assistance for Building Socially Intelligent Home Assistants.
CoRR
Xavier Puig, Tianmin Shu, Joshua B. Tenenbaum, Antonio Torralba
2023 A* conf
NeuralField-LDM: Scene Generation with Hierarchical Latent Diffusion Models.
CVPR
Seung Wook Kim, Bradley Brown, Kangxue Yin, Karsten Kreis, Katja Schwarz, Daiqing Li, Robin Rombach, Antonio Torralba, Sanja Fidler
2023 J jnl
NeuralField-LDM: Scene Generation with Hierarchical Latent Diffusion Models.
CoRR
Seung Wook Kim, Bradley Brown, Kangxue Yin, Karsten Kreis, Katja Schwarz, Daiqing Li, Robin Rombach, Antonio Torralba, Sanja Fidler
2023 A* conf
Open-vocabulary Panoptic Segmentation with Embedding Modulation.
ICCV
Xi Chen, Shuang Li, Ser-Nam Lim, Antonio Torralba, Hengshuang Zhao
2023 J jnl
Open-vocabulary Panoptic Segmentation with Embedding Modulation.
CoRR
Xi Chen, Shuang Li, Ser-Nam Lim, Antonio Torralba, Hengshuang Zhao
2023 A* conf
Optimal Goal-Reaching Reinforcement Learning via Quasimetric Learning.
ICML
Tongzhou Wang, Antonio Torralba, Phillip Isola, Amy Zhang
2023 J jnl
Optimal Goal-Reaching Reinforcement Learning via Quasimetric Learning.
CoRR
Tongzhou Wang, Antonio Torralba, Phillip Isola, Amy Zhang
2023 A* conf
Physics-Driven Diffusion Models for Impact Sound Synthesis from Videos.
CVPR
Kun Su, Kaizhi Qian, Eli Shlizerman, Antonio Torralba, Chuang Gan
2023 J jnl
Physics-Driven Diffusion Models for Impact Sound Synthesis from Videos.
CoRR
Kun Su, Kaizhi Qian, Eli Shlizerman, Antonio Torralba, Chuang Gan
2023 A* conf
Structure from Duplicates: Neural Inverse Graphics from a Pile of Objects.
NeurIPS
Tianhang Cheng, Wei-Chiu Ma, Kaiyu Guan, Antonio Torralba, Shenlong Wang
2023 A* conf
Unsupervised Compositional Concepts Discovery with Text-to-Image Generative Models.
ICCV
Nan Liu, Yilun Du, Shuang Li, Joshua B. Tenenbaum, Antonio Torralba
2023 J jnl
Unsupervised Compositional Concepts Discovery with Text-to-Image Generative Models.
CoRR
Nan Liu, Yilun Du, Shuang Li, Joshua B. Tenenbaum, Antonio Torralba
2022 A* conf
ActionSense: A Multimodal Dataset and Recording Framework for Human Activities Using Wearable Sensors in a Kitchen Environment.
NeurIPS
Joseph DelPreto, Chao Liu, Yiyue Luo, Michael Foshey, Yunzhu Li, Antonio Torralba, Wojciech Matusik, Daniela Rus
2022 J jnl
Aliasing is a Driver of Adversarial Attacks.
CoRR
Adrián Rodríguez-Muñoz, Antonio Torralba
2022 J jnl
BT
CoRR
Yifei Zhou, Zilu Li, Abhinav Shrivastava, Hengshuang Zhao, Antonio Torralba, Tai-Peng Tian, Ser-Nam Lim
2022 A* conf
BigDatasetGAN: Synthesizing ImageNet with Pixel-wise Annotations.
CVPR
Daiqing Li, Huan Ling, Seung Wook Kim, Karsten Kreis, Sanja Fidler, Antonio Torralba
2022 J jnl
BigDatasetGAN: Synthesizing ImageNet with Pixel-wise Annotations.
CoRR
Daiqing Li, Huan Ling, Seung Wook Kim, Karsten Kreis, Adela Barriuso, Sanja Fidler, Antonio Torralba
2022 A* conf
ComPhy: Compositional Physical Reasoning of Objects and Events from Videos.
ICLR
Zhenfang Chen, Kexin Yi, Yunzhu Li, Mingyu Ding, Antonio Torralba, Joshua B. Tenenbaum, Chuang Gan
2022 J jnl
ComPhy: Compositional Physical Reasoning of Objects and Events from Videos.
CoRR
Zhenfang Chen, Kexin Yi, Yunzhu Li, Mingyu Ding, Antonio Torralba, Joshua B. Tenenbaum, Chuang Gan
2022 J jnl
Composing Ensembles of Pre-trained Models via Iterative Consensus.
CoRR
Shuang Li, Yilun Du, Joshua B. Tenenbaum, Antonio Torralba, Igor Mordatch
2022 — conf
Compositional Visual Generation with Composable Diffusion Models.
ECCV (17)
Nan Liu, Shuang Li, Yilun Du, Antonio Torralba, Joshua B. Tenenbaum
2022 J jnl
Compositional Visual Generation with Composable Diffusion Models.
CoRR
Nan Liu, Shuang Li, Yilun Du, Antonio Torralba, Joshua B. Tenenbaum
2022 — conf
Correcting Robot Plans with Natural Language Feedback.
Robotics: Science and Systems
Pratyusha Sharma, Balakumar Sundaralingam, Valts Blukis, Chris Paxton, Tucker Hermans, Antonio Torralba, Jacob Andreas, Dieter Fox
2022 J jnl
Correcting Robot Plans with Natural Language Feedback.
CoRR
Pratyusha Sharma, Balakumar Sundaralingam, Valts Blukis, Chris Paxton, Tucker Hermans, Antonio Torralba, Jacob Andreas, Dieter Fox
2022 — conf
Dataset Distillation by Matching Training Trajectories.
CVPR Workshops
George Cazenavette, Tongzhou Wang, Antonio Torralba, Alexei A. Efros, Jun-Yan Zhu
2022 A* conf
Dataset Distillation by Matching Training Trajectories.
CVPR
George Cazenavette, Tongzhou Wang, Antonio Torralba, Alexei A. Efros, Jun-Yan Zhu
2022 J jnl
Dataset Distillation by Matching Training Trajectories.
CoRR
George Cazenavette, Tongzhou Wang, Antonio Torralba, Alexei A. Efros, Jun-Yan Zhu
2022 A* conf
Denoised MDPs: Learning World Models Better Than the World Itself.
ICML
Tongzhou Wang, Simon S. Du, Antonio Torralba, Phillip Isola, Amy Zhang, Yuandong Tian
2022 J jnl
Denoised MDPs: Learning World Models Better Than the World Itself.
CoRR
Tongzhou Wang, Simon S. Du, Antonio Torralba, Phillip Isola, Amy Zhang, Yuandong Tian
2022 A* conf
Disentangling visual and written concepts in CLIP.
CVPR
Joanna Materzynska, Antonio Torralba, David Bau
2022 J jnl
Disentangling visual and written concepts in CLIP.
CoRR
Joanna Materzynska, Antonio Torralba, David Bau
2022 A* conf
Ego4D: Around the World in 3, 000 Hours of Egocentric Video.
CVPR
Kristen Grauman, Andrew Westbury, Eugene Byrne, Zachary Chavis, Antonino Furnari, Rohit Girdhar, Jackson Hamburger, Hao Jiang, Miao Liu, Xingyu Liu, Miguel Martin, Tushar Nagarajan, Ilija Radosavovic, Santhosh Kumar Ramakrishnan, Fiona Ryan, Jayant Sharma, Michael Wray, Mengmeng Xu, Eric Zhongcong Xu, Chen Zhao, Siddhant Bansal, Dhruv Batra, Vincent Cartillier, Sean Crane, Tien Do, Morrie Doulaty, Akshay Erapalli, Christoph Feichtenhofer, Adriano Fragomeni, Qichen Fu, Abrham Gebreselasie, Cristina González, James Hillis, Xuhua Huang, Yifei Huang, Wenqi Jia, Weslie Khoo, Jáchym Kolár, Satwik Kottur, Anurag Kumar, Federico Landini, Chao Li, Yanghao Li, Zhenqiang Li, Karttikeya Mangalam, Raghava Modhugu, Jonathan Munro, Tullie Murrell, Takumi Nishiyasu, Will Price, Paola Ruiz Puentes, Merey Ramazanova, Leda Sari, Kiran K. Somasundaram, Audrey Southerland, Yusuke Sugano, Ruijie Tao, Minh Vo, Yuchen Wang, Xindi Wu, Takuma Yagi, Ziwei Zhao, Yunyi Zhu, Pablo Arbeláez, David Crandall, Dima Damen, Giovanni Maria Farinella, Christian Fuegen, Bernard Ghanem, Vamsi Krishna Ithapu, C. V. Jawahar, Hanbyul Joo, Kris Kitani, Haizhou Li, Richard A. Newcombe, Aude Oliva, Hyun Soo Park, James M. Rehg, Yoichi Sato, Jianbo Shi, Mike Zheng Shou, Antonio Torralba, Lorenzo Torresani, Mingfei Yan, Jitendra Malik
2022 A* conf
Finding Fallen Objects Via Asynchronous Audio-Visual Integration.
CVPR
Chuang Gan, Yi Gu, Siyuan Zhou, Jeremy Schwartz, Seth Alter, James Traer, Dan Gutfreund, Joshua B. Tenenbaum, Josh H. McDermott, Antonio Torralba
2022 J jnl
Finding Fallen Objects Via Asynchronous Audio-Visual Integration.
CoRR
Chuang Gan, Yi Gu, Siyuan Zhou, Jeremy Schwartz, Seth Alter, James Traer, Dan Gutfreund, Joshua B. Tenenbaum, Josh H. McDermott, Antonio Torralba
2022 A* conf
Fixing Malfunctional Objects With Learned Physical Simulation and Functional Prediction.
CVPR
Yining Hong, Kaichun Mo, Li Yi, Leonidas J. Guibas, Antonio Torralba, Joshua B. Tenenbaum, Chuang Gan
2022 J jnl
Fixing Malfunctional Objects With Learned Physical Simulation and Functional Prediction.
CoRR
Yining Hong, Kaichun Mo, Li Yi, Leonidas J. Guibas, Antonio Torralba, Joshua B. Tenenbaum, Chuang Gan
2022 A* conf
GAN-Supervised Dense Visual Alignment.
CVPR
William S. Peebles, Jun-Yan Zhu, Richard Zhang, Antonio Torralba, Alexei A. Efros, Eli Shechtman
2022 J jnl
Incidents1M: a large-scale dataset of images with natural disasters, damage, and incidents.
CoRR
Ethan Weber, Dim P. Papadopoulos, Àgata Lapedriza, Ferda Ofli, Muhammad Imran, Antonio Torralba
2022 A* conf
Learning Neural Acoustic Fields.
NeurIPS
Andrew F. Luo, Yilun Du, Michael J. Tarr, Josh Tenenbaum, Antonio Torralba, Chuang Gan
2022 J jnl
Learning Neural Acoustic Fields.
CoRR
Andrew F. Luo, Yilun Du, Michael J. Tarr, Joshua B. Tenenbaum, Antonio Torralba, Chuang Gan
2022 A* conf
Learning Program Representations for Food Images and Cooking Recipes.
CVPR
Dim P. Papadopoulos, Enrique Mora, Nadiia Chepurko, Kuan Wei Huang, Ferda Ofli, Antonio Torralba
2022 J jnl
Learning Program Representations for Food Images and Cooking Recipes.
CoRR
Dim P. Papadopoulos, Enrique Mora, Nadiia Chepurko, Kuan Wei Huang, Ferda Ofli, Antonio Torralba
2022 J jnl
Local Relighting of Real Scenes.
CoRR
Audrey Cui, Ali Jahanian, Àgata Lapedriza, Antonio Torralba, Shahin Mahdizadehaghdam, Rohit Kumar, David Bau
2022 — conf
MTFormer: Multi-task Learning via Transformer and Cross-Task Reasoning.
ECCV (27)
Xiaogang Xu, Hengshuang Zhao, Vibhav Vineet, Ser-Nam Lim, Antonio Torralba
2022 A* conf
Natural Language Descriptions of Deep Visual Features.
ICLR
Evan Hernandez, Sarah Schwettmann, David Bau, Teona Bagashvili, Antonio Torralba, Jacob Andreas
2022 J jnl
Natural Language Descriptions of Deep Visual Features.
CoRR
Evan Hernandez, Sarah Schwettmann, David Bau, Teona Bagashvili, Antonio Torralba, Jacob Andreas
2022 A conf
Noisy Agents: Self-supervised Exploration by Predicting Auditory Events.
IROS
Chuang Gan, Xiaoyu Chen, Phillip Isola, Antonio Torralba, Joshua B. Tenenbaum
2022 A* conf
Polymorphic-GAN: Generating Aligned Samples across Multiple Domains with Learned Morph Maps.
CVPR
Seung Wook Kim, Karsten Kreis, Daiqing Li, Antonio Torralba, Sanja Fidler
2022 J jnl
Polymorphic-GAN: Generating Aligned Samples across Multiple Domains with Learned Morph Maps.
CoRR
Seung Wook Kim, Karsten Kreis, Daiqing Li, Antonio Torralba, Sanja Fidler
2022 A* conf
Pre-Trained Language Models for Interactive Decision-Making.
NeurIPS
Shuang Li, Xavier Puig, Chris Paxton, Yilun Du, Clinton Wang, Linxi Fan, Tao Chen, De-An Huang, Ekin Akyürek, Anima Anandkumar, Jacob Andreas, Igor Mordatch, Antonio Torralba, Yuke Zhu
2022 J jnl
Pre-Trained Language Models for Interactive Decision-Making.
CoRR
Shuang Li, Xavier Puig, Chris Paxton, Yilun Du, Clinton Wang, Linxi Fan, Tao Chen, De-An Huang, Ekin Akyürek, Anima Anandkumar, Jacob Andreas, Igor Mordatch, Antonio Torralba, Yuke Zhu
2022 A* conf
Procedural Image Programs for Representation Learning.
NeurIPS
Manel Baradad, Chun-Fu Richard Chen, Jonas Wulff, Tongzhou Wang, Rogério Feris, Antonio Torralba, Phillip Isola
2022 J jnl
Procedural Image Programs for Representation Learning.
CoRR
Manel Baradad, Chun-Fu Chen, Jonas Wulff, Tongzhou Wang, Rogério Feris, Antonio Torralba, Phillip Isola
2022 A* conf
Robust Contrastive Learning against Noisy Views.
CVPR
Ching-Yao Chuang, R. Devon Hjelm, Xin Wang, Vibhav Vineet, Neel Joshi, Antonio Torralba, Stefanie Jegelka, Yale Song
2022 J jnl
Robust Contrastive Learning against Noisy Views.
CoRR
Ching-Yao Chuang, R. Devon Hjelm, Xin Wang, Vibhav Vineet, Neel Joshi, Antonio Torralba, Stefanie Jegelka, Yale Song
2022 — conf
Skill Induction and Planning with Latent Language.
ACL (1)
Pratyusha Sharma, Antonio Torralba, Jacob Andreas
2022 A* conf
The ThreeDWorld Transport Challenge: A Visually Guided Task-and-Motion Planning Benchmark Towards Physically Realistic Embodied AI.
ICRA
Chuang Gan, Siyuan Zhou, Jeremy Schwartz, Seth Alter, Abhishek Bhandwaldar, Dan Gutfreund, Daniel L. K. Yamins, James J. DiCarlo, Josh H. McDermott, Antonio Torralba, Joshua B. Tenenbaum
2022 — conf
Totems: Physical Objects for Verifying Visual Integrity.
ECCV (14)
Jingwei Ma, Lucy Chai, Minyoung Huh, Tongzhou Wang, Ser-Nam Lim, Phillip Isola, Antonio Torralba
2022 J jnl
Totems: Physical Objects for Verifying Visual Integrity.
CoRR
Jingwei Ma, Lucy Chai, Minyoung Huh, Tongzhou Wang, Ser-Nam Lim, Phillip Isola, Antonio Torralba
2022 A* conf
Virtual Correspondence: Humans as a Cue for Extreme-View Geometry.
CVPR
Wei-Chiu Ma, Anqi Joyce Yang, Shenlong Wang, Raquel Urtasun, Antonio Torralba
2022 J jnl
Virtual Correspondence: Humans as a Cue for Extreme-View Geometry.
CoRR
Wei-Chiu Ma, Anqi Joyce Yang, Shenlong Wang, Raquel Urtasun, Antonio Torralba
2022 — conf
Wearable ImageNet: Synthesizing Tileable Textures via Dataset Distillation.
CVPR Workshops
George Cazenavette, Tongzhou Wang, Antonio Torralba, Alexei A. Efros, Jun-Yan Zhu
2021 Misc conf
3D Neural Scene Representations for Visuomotor Control.
CoRL
Yunzhu Li, Shuang Li, Vincent Sitzmann, Pulkit Agrawal, Antonio Torralba
2021 J jnl
3D Neural Scene Representations for Visuomotor Control.
CoRR
Yunzhu Li, Shuang Li, Vincent Sitzmann, Pulkit Agrawal, Antonio Torralba
2021 A conf
AVLnet: Learning Audio-Visual Language Representations from Instructional Videos.
Interspeech
Andrew Rouditchenko, Angie W. Boggust, David Harwath, Brian Chen, Dhiraj Joshi, Samuel Thomas, Kartik Audhkhasi, Hilde Kuehne, Rameswar Panda, Rogério Schmidt Feris, Brian Kingsbury, Michael Picheny, Antonio Torralba, James R. Glass
2021 A* conf
BARF: Bundle-Adjusting Neural Radiance Fields.
ICCV
Chen-Hsuan Lin, Wei-Chiu Ma, Antonio Torralba, Simon Lucey
2021 J jnl
BARF: Bundle-Adjusting Neural Radiance Fields.
CoRR
Chen-Hsuan Lin, Wei-Chiu Ma, Antonio Torralba, Simon Lucey
2021 J jnl
Cetacean Translation Initiative: a roadmap to deciphering the communication of sperm whales.
CoRR
Jacob Andreas, Gasper Begus, Michael M. Bronstein, Roee Diamant, Denley Delaney, Shane Gero, Shafi Goldwasser, David F. Gruber, Sarah de Haas, Peter Malkin, Roger Payne, Giovanni Petri, Daniela Rus, Pratyusha Sharma, Dan Tchernov, Pernille Tønnesen, Antonio Torralba, Daniel M. Vogt, Robert J. Wood
2021 A* conf
DatasetGAN: Efficient Labeled Data Factory With Minimal Human Effort.
CVPR
Yuxuan Zhang, Huan Ling, Jun Gao, Kangxue Yin, Jean-Francois Lafleche, Adela Barriuso, Antonio Torralba, Sanja Fidler
2021 J jnl
DatasetGAN: Efficient Labeled Data Factory with Minimal Human Effort.
CoRR
Yuxuan Zhang, Huan Ling, Jun Gao, Kangxue Yin, Jean-Francois Lafleche, Adela Barriuso, Antonio Torralba, Sanja Fidler
2021 J jnl
Deep Feedback Inverse Problem Solver.
CoRR
Wei-Chiu Ma, Shenlong Wang, Jiayuan Gu, Sivabalan Manivasagam, Antonio Torralba, Raquel Urtasun
2021 A* conf
DriveGAN: Towards a Controllable High-Quality Neural Simulation.
CVPR
Seung Wook Kim, Jonah Philion, Antonio Torralba, Sanja Fidler
2021 J jnl
DriveGAN: Towards a Controllable High-Quality Neural Simulation.
CoRR
Seung Wook Kim, Jonah Philion, Antonio Torralba, Sanja Fidler
2021 A conf
Dynamic Modeling of Hand-Object Interactions via Tactile Sensing.
IROS
Qiang Zhang, Yunzhu Li, Yiyue Luo, Wan Shou, Michael Foshey, Junchi Yan, Joshua B. Tenenbaum, Wojciech Matusik, Antonio Torralba
2021 J jnl
Dynamic Modeling of Hand-Object Interactions via Tactile Sensing.
CoRR
Qiang Zhang, Yunzhu Li, Yiyue Luo, Wan Shou, Michael Foshey, Junchi Yan, Joshua B. Tenenbaum, Wojciech Matusik, Antonio Torralba
2021 A* conf
EditGAN: High-Precision Semantic Image Editing.
NeurIPS
Huan Ling, Karsten Kreis, Daiqing Li, Seung Wook Kim, Antonio Torralba, Sanja Fidler
2021 J jnl
EditGAN: High-Precision Semantic Image Editing.
CoRR
Huan Ling, Karsten Kreis, Daiqing Li, Seung Wook Kim, Antonio Torralba, Sanja Fidler
2021 A* conf
Editing a classifier by rewriting its prediction rules.
NeurIPS
Shibani Santurkar, Dimitris Tsipras, Mahalaxmi Elango, David Bau, Antonio Torralba, Aleksander Madry
2021 J jnl
Editing a classifier by rewriting its prediction rules.
CoRR
Shibani Santurkar, Dimitris Tsipras, Mahalaxmi Elango, David Bau, Antonio Torralba, Aleksander Madry
2021 J jnl
Ego4D: Around the World in 3, 000 Hours of Egocentric Video.
CoRR
Kristen Grauman, Andrew Westbury, Eugene Byrne, Zachary Chavis, Antonino Furnari, Rohit Girdhar, Jackson Hamburger, Hao Jiang, Miao Liu, Xingyu Liu, Miguel Martin, Tushar Nagarajan, Ilija Radosavovic, Santhosh Kumar Ramakrishnan, Fiona Ryan, Jayant Sharma, Michael Wray, Mengmeng Xu, Eric Zhongcong Xu, Chen Zhao, Siddhant Bansal, Dhruv Batra, Vincent Cartillier, Sean Crane, Tien Do, Morrie Doulaty, Akshay Erapalli, Christoph Feichtenhofer, Adriano Fragomeni, Qichen Fu, Christian Fuegen, Abrham Gebreselasie, Cristina González, James Hillis, Xuhua Huang, Yifei Huang, Wenqi Jia, Weslie Khoo, Jáchym Kolár, Satwik Kottur, Anurag Kumar, Federico Landini, Chao Li, Yanghao Li, Zhenqiang Li, Karttikeya Mangalam, Raghava Modhugu, Jonathan Munro, Tullie Murrell, Takumi Nishiyasu, Will Price, Paola Ruiz Puentes, Merey Ramazanova, Leda Sari, Kiran K. Somasundaram, Audrey Southerland, Yusuke Sugano, Ruijie Tao, Minh Vo, Yuchen Wang, Xindi Wu, Takuma Yagi, Yunyi Zhu, Pablo Arbeláez, David Crandall, Dima Damen, Giovanni Maria Farinella, Bernard Ghanem, Vamsi Krishna Ithapu, C. V. Jawahar, Hanbyul Joo, Kris Kitani, Haizhou Li, Richard A. Newcombe, Aude Oliva, Hyun Soo Park, James M. Rehg, Yoichi Sato, Jianbo Shi, Mike Zheng Shou, Antonio Torralba, Lorenzo Torresani, Mingfei Yan, Jitendra Malik
2021 J jnl
GAN-Supervised Dense Visual Alignment.
CoRR
William S. Peebles, Jun-Yan Zhu, Richard Zhang, Antonio Torralba, Alexei A. Efros, Eli Shechtman
2021 A* conf
Image GANs meet Differentiable Rendering for Inverse Graphics and Interpretable 3D Neural Rendering.
ICLR
Yuxuan Zhang, Wenzheng Chen, Huan Ling, Jun Gao, Yinan Zhang, Antonio Torralba, Sanja Fidler
2021 A* conf
Intelligent Carpet: Inferring 3D Human Pose From Tactile Signals.
CVPR
Yiyue Luo, Yunzhu Li, Michael Foshey, Wan Shou, Pratyusha Sharma, Tomás Palacios, Antonio Torralba, Wojciech Matusik
2021 A* conf
Learning to Compose Visual Relations.
NeurIPS
Nan Liu, Shuang Li, Yilun Du, Josh Tenenbaum, Antonio Torralba
2021 J jnl
Learning to Compose Visual Relations.
CoRR
Nan Liu, Shuang Li, Yilun Du, Joshua B. Tenenbaum, Antonio Torralba
2021 A* conf
Learning to See by Looking at Noise.
NeurIPS
Manel Baradad Jurjo, Jonas Wulff, Tongzhou Wang, Phillip Isola, Antonio Torralba
2021 J jnl
Learning to See by Looking at Noise.
CoRR
Manel Baradad, Jonas Wulff, Tongzhou Wang, Phillip Isola, Antonio Torralba
2021 A* conf
Measuring Generalization with Optimal Transport.
NeurIPS
Ching-Yao Chuang, Youssef Mroueh, Kristjan H. Greenewald, Antonio Torralba, Stefanie Jegelka
2021 J jnl
Measuring Generalization with Optimal Transport.
CoRR
Ching-Yao Chuang, Youssef Mroueh, Kristjan H. Greenewald, Antonio Torralba, Stefanie Jegelka
2021 A conf
OPEn: An Open-ended Physics Environment for Learning Without a Task.
IROS
Chuang Gan, Abhishek Bhandwaldar, Antonio Torralba, Joshua B. Tenenbaum, Phillip Isola
2021 J jnl
OPEn: An Open-ended Physics Environment for Learning Without a Task.
CoRR
Chuang Gan, Abhishek Bhandwaldar, Antonio Torralba, Joshua B. Tenenbaum, Phillip Isola
2021 A* conf
PTR: A Benchmark for Part-based Conceptual, Relational, and Physical Reasoning.
NeurIPS
Yining Hong, Li Yi, Josh Tenenbaum, Antonio Torralba, Chuang Gan
2021 J jnl
PTR: A Benchmark for Part-based Conceptual, Relational, and Physical Reasoning.
CoRR
Yining Hong, Li Yi, Joshua B. Tenenbaum, Antonio Torralba, Chuang Gan
2021 J jnl
Paint by Word.
CoRR
David Bau, Alex Andonian, Audrey Cui, YeonHwan Park, Ali Jahanian, Aude Oliva, Antonio Torralba
2021 J jnl
Recipe1M+: A Dataset for Learning Cross-Modal Embeddings for Cooking Recipes and Food Images.
IEEE Trans. Pattern Anal. Mach. Intell.
Javier Marín, Aritro Biswas, Ferda Ofli, Nicholas Hynes, Amaia Salvador, Yusuf Aytar, Ingmar Weber, Antonio Torralba
2021 A* conf
Scaling up instance annotation via label propagation.
ICCV
Dim P. Papadopoulos, Ethan Weber, Antonio Torralba
2021 J jnl
Scaling up instance annotation via label propagation.
CoRR
Dim P. Papadopoulos, Ethan Weber, Antonio Torralba
2021 A* conf
Semantic Segmentation With Generative Models: Semi-Supervised Learning and Strong Out-of-Domain Generalization.
CVPR
Daiqing Li, Junlin Yang, Karsten Kreis, Antonio Torralba, Sanja Fidler
2021 J jnl
Semantic Segmentation with Generative Models: Semi-Supervised Learning and Strong Out-of-Domain Generalization.
CoRR
Daiqing Li, Junlin Yang, Karsten Kreis, Antonio Torralba, Sanja Fidler
2021 J jnl
Skill Induction and Planning with Latent Language.
CoRR
Pratyusha Sharma, Antonio Torralba, Jacob Andreas
2021 J jnl
The ThreeDWorld Transport Challenge: A Visually Guided Task-and-Motion Planning Benchmark for Physically Realistic Embodied AI.
CoRR
Chuang Gan, Siyuan Zhou, Jeremy Schwartz, Seth Alter, Abhishek Bhandwaldar, Dan Gutfreund, Daniel L. K. Yamins, James J. DiCarlo, Josh H. McDermott, Antonio Torralba, Joshua B. Tenenbaum
2021 — conf
ThreeDWorld: A Platform for Interactive Multi-Modal Physical Simulation.
NeurIPS Datasets and Benchmarks
Chuang Gan, Jeremy Schwartz, Seth Alter, Damian Mrowca, Martin Schrimpf, James Traer, Julian De Freitas, Jonas Kubilius, Abhishek Bhandwaldar, Nick Haber, Megumi Sano, Kuno Kim, Elias Wang, Michael Lingelbach, Aidan Curtis, Kevin T. Feigelis, Daniel Bear, Dan Gutfreund, David D. Cox, Antonio Torralba, James J. DiCarlo, Josh Tenenbaum, Josh H. McDermott, Dan Yamins
2021 A* conf
Toward a Visual Concept Vocabulary for GAN Latent Space.
ICCV
Sarah Schwettmann, Evan Hernandez, David Bau, Samuel Klein, Jacob Andreas, Antonio Torralba
2021 J jnl
Toward a Visual Concept Vocabulary for GAN Latent Space.
CoRR
Sarah Schwettmann, Evan Hernandez, David Bau, Samuel Klein, Jacob Andreas, Antonio Torralba
2021 A* conf
Watch-And-Help: A Challenge for Social Perception and Human-AI Collaboration.
ICLR
Xavier Puig, Tianmin Shu, Shuang Li, Zilin Wang, Yuan-Hong Liao, Joshua B. Tenenbaum, Sanja Fidler, Antonio Torralba
2021 A* conf
Weakly Supervised Human-Object Interaction Detection in Video via Contrastive Spatiotemporal Regions.
ICCV
Shuang Li, Yilun Du, Antonio Torralba, Josef Sivic, Bryan C. Russell
2021 J jnl
Weakly Supervised Human-Object Interaction Detection in Video via Contrastive Spatiotemporal Regions.
CoRR
Shuang Li, Yilun Du, Antonio Torralba, Josef Sivic, Bryan C. Russell
2021 A* conf
What You Can Learn by Staring at a Blank Wall.
ICCV
Prafull Sharma, Miika Aittala, Yoav Y. Schechner, Antonio Torralba, Gregory W. Wornell, William T. Freeman, Frédo Durand
2021 J jnl
What You Can Learn by Staring at a Blank Wall.
CoRR
Prafull Sharma, Miika Aittala, Yoav Y. Schechner, Antonio Torralba, Gregory W. Wornell, William T. Freeman, Frédo Durand
2020 J jnl
AVLnet: Learning Audio-Visual Language Representations from Instructional Videos.
CoRR
Andrew Rouditchenko, Angie W. Boggust, David Harwath, Brian Chen, Dhiraj Joshi, Samuel Thomas, Kartik Audhkhasi, Hilde Kuehne, Rameswar Panda, Rogério Feris, Brian Kingsbury, Michael Picheny, Antonio Torralba, James R. Glass
2020 A* conf
CLEVRER: Collision Events for Video Representation and Reasoning.
ICLR
Kexin Yi, Chuang Gan, Yunzhu Li, Pushmeet Kohli, Jiajun Wu, Antonio Torralba, Joshua B. Tenenbaum
2020 A* conf
Causal Discovery in Physical Systems from Videos.
NeurIPS
Yunzhu Li, Antonio Torralba, Anima Anandkumar, Dieter Fox, Animesh Garg
2020 J jnl
Causal Discovery in Physical Systems from Videos.
CoRR
Yunzhu Li, Antonio Torralba, Animashree Anandkumar, Dieter Fox, Animesh Garg
2020 A* conf
Debiased Contrastive Learning.
NeurIPS
Ching-Yao Chuang, Joshua Robinson, Yen-Chen Lin, Antonio Torralba, Stefanie Jegelka
2020 J jnl
Debiased Contrastive Learning.
CoRR
Ching-Yao Chuang, Joshua Robinson, Yen-Chen Lin, Antonio Torralba, Stefanie Jegelka
2020 A* conf
Deep Audio Priors Emerge From Harmonic Convolutional Networks.
ICLR
Zhoutong Zhang, Yunyun Wang, Chuang Gan, Jiajun Wu, Joshua B. Tenenbaum, Antonio Torralba, William T. Freeman
2020 — conf
Deep Feedback Inverse Problem Solver.
ECCV (5)
Wei-Chiu Ma, Shenlong Wang, Jiayuan Gu, Sivabalan Manivasagam, Antonio Torralba, Raquel Urtasun
2020 — conf
Detecting Natural Disasters, Damage, and Incidents in the Wild.
ECCV (19)
Ethan Weber, Nuria Marzo, Dim P. Papadopoulos, Aritro Biswas, Àgata Lapedriza, Ferda Ofli, Muhammad Imran, Antonio Torralba
2020 J jnl
Detecting natural disasters, damage, and incidents in the wild.
CoRR
Ethan Weber, Nuria Marzo, Dim P. Papadopoulos, Aritro Biswas, Àgata Lapedriza, Ferda Ofli, Muhammad Imran, Antonio Torralba
2020 A* conf
Diverse Image Generation via Self-Conditioned GANs.
CVPR
Steven Liu, Tongzhou Wang, David Bau, Jun-Yan Zhu, Antonio Torralba
2020 J jnl
Diverse Image Generation via Self-Conditioned GANs.
CoRR
Steven Liu, Tongzhou Wang, David Bau, Jun-Yan Zhu, Antonio Torralba
2020 J jnl
Energy-Based Models for Continual Learning.
CoRR
Shuang Li, Yilun Du, Gido M. van de Ven, Antonio Torralba, Igor Mordatch
2020 A* conf
Estimating Generalization under Distribution Shifts via Domain-Invariant Representations.
ICML
Ching-Yao Chuang, Antonio Torralba, Stefanie Jegelka
2020 J jnl
Estimating Generalization under Distribution Shifts via Domain-Invariant Representations.
CoRR
Ching-Yao Chuang, Antonio Torralba, Stefanie Jegelka
2020 J jnl
Experiences and Insights for Collaborative Industry-Academic Research in Artificial Intelligence.
AI Mag.
Lisa Amini, Ching-Hua Chen, David D. Cox, Aude Oliva, Antonio Torralba
2020 — conf
Foley Music: Learning to Generate Music from Videos.
ECCV (11)
Chuang Gan, Deng Huang, Peihao Chen, Joshua B. Tenenbaum, Antonio Torralba
2020 J jnl
Foley Music: Learning to Generate Music from Videos.
CoRR
Chuang Gan, Deng Huang, Peihao Chen, Joshua B. Tenenbaum, Antonio Torralba
2020 J jnl
Guest Editorial: Generative Adversarial Networks for Computer Vision.
Int. J. Comput. Vis.
Jun-Yan Zhu, Hongsheng Li, Eli Shechtman, Ming-Yu Liu, Jan Kautz, Antonio Torralba
2020 A* conf
Height and Uprightness Invariance for 3D Prediction From a Single View.
CVPR
Manel Baradad, Antonio Torralba
2020 J jnl
Image GANs meet Differentiable Rendering for Inverse Graphics and Interpretable 3D Neural Rendering.
CoRR
Yuxuan Zhang, Wenzheng Chen, Huan Ling, Jun Gao, Yinan Zhang, Antonio Torralba, Sanja Fidler
2020 J jnl
Improving Inversion and Generation Diversity in StyleGAN using a Gaussianized Latent Space.
CoRR
Jonas Wulff, Antonio Torralba
2020 J jnl
Jointly Discovering Visual Objects and Spoken Words from Raw Sensory Input.
Int. J. Comput. Vis.
David Harwath, Adrià Recasens, Dídac Surís, Galen Chuang, Antonio Torralba, James R. Glass
2020 J jnl
LID 2020: The Learning from Imperfect Data Challenge Results.
CoRR
Yunchao Wei, Shuai Zheng, Ming-Ming Cheng, Hang Zhao, Liwei Wang, Errui Ding, Yi Yang, Antonio Torralba, Ting Liu, Guolei Sun, Wenguan Wang, Luc Van Gool, Wonho Bae, Junhyug Noh, Jinhwan Seo, Gunhee Kim, Hao Zhao, Ming Lu, Anbang Yao, Yiwen Guo, Yurong Chen, Li Zhang, Chuangchuang Tan, Tao Ruan, Guanghua Gu, Shikui Wei, Yao Zhao, Mariia Dobko, Ostap Viniavskyi, Oles Dobosevych, Zhendong Wang, Zhenyuan Chen, Chen Gong, Huanqing Yan, Jun He
2020 A* conf
Learning Compositional Koopman Operators for Model-Based Control.
ICLR
Yunzhu Li, Hao He, Jiajun Wu, Dina Katabi, Antonio Torralba
2020 A* conf
Learning to Simulate Dynamic Environments With GameGAN.
CVPR
Seung Wook Kim, Yuhao Zhou, Jonah Philion, Antonio Torralba, Sanja Fidler
2020 J jnl
Learning to Simulate Dynamic Environments with GameGAN.
CoRR
Seung Wook Kim, Yuhao Zhou, Jonah Philion, Antonio Torralba, Sanja Fidler
2020 A* conf
Music Gesture for Visual Sound Separation.
CVPR
Chuang Gan, Deng Huang, Hang Zhao, Joshua B. Tenenbaum, Antonio Torralba
2020 J jnl
Music Gesture for Visual Sound Separation.
CoRR
Chuang Gan, Deng Huang, Hang Zhao, Joshua B. Tenenbaum, Antonio Torralba
2020 J jnl
Noisy Agents: Self-supervised Exploration by Predicting Auditory Events.
CoRR
Chuang Gan, Xiaoyu Chen, Phillip Isola, Antonio Torralba, Joshua B. Tenenbaum
2020 — conf
Rewriting a Deep Generative Model.
ECCV (1)
David Bau, Steven Liu, Tongzhou Wang, Jun-Yan Zhu, Antonio Torralba
2020 J jnl
Rewriting a Deep Generative Model.
CoRR
David Bau, Steven Liu, Tongzhou Wang, Jun-Yan Zhu, Antonio Torralba
2020 J jnl
Semantic Photo Manipulation with a Generative Image Prior.
CoRR
David Bau, Hendrik Strobelt, William S. Peebles, Jonas Wulff, Bolei Zhou, Jun-Yan Zhu, Antonio Torralba
2020 — conf
The Hessian Penalty: A Weak Prior for Unsupervised Disentanglement.
ECCV (6)
William S. Peebles, John Peebles, Jun-Yan Zhu, Alexei A. Efros, Antonio Torralba
2020 J jnl
The Hessian Penalty: A Weak Prior for Unsupervised Disentanglement.
CoRR
William S. Peebles, John Peebles, Jun-Yan Zhu, Alexei A. Efros, Antonio Torralba
2020 J jnl
Understanding the Role of Individual Units in a Deep Neural Network.
CoRR
David Bau, Jun-Yan Zhu, Hendrik Strobelt, Àgata Lapedriza, Bolei Zhou, Antonio Torralba
2020 J jnl
Understanding the role of individual units in a deep neural network.
Proc. Natl. Acad. Sci. USA
David Bau, Jun-Yan Zhu, Hendrik Strobelt, Àgata Lapedriza, Bolei Zhou, Antonio Torralba
2020 J jnl
Using AI and Social Media Multimodal Content for Disaster Response and Management: Opportunities, Challenges, and Future Directions.
Inf. Process. Manag.
Muhammad Imran, Ferda Ofli, Doina Caragea, Antonio Torralba
2020 A* conf
Visual Grounding of Learned Physical Models.
ICML
Yunzhu Li, Toru Lin, Kexin Yi, Daniel Bear, Daniel Yamins, Jiajun Wu, Joshua B. Tenenbaum, Antonio Torralba
2020 J jnl
Visual Grounding of Learned Physical Models.
CoRR
Yunzhu Li, Toru Lin, Kexin Yi, Daniel Bear, Daniel L. K. Yamins, Jiajun Wu, Joshua B. Tenenbaum, Antonio Torralba
2020 J jnl
Watch-And-Help: A Challenge for Social Perception and Human-AI Collaboration.
CoRR
Xavier Puig, Tianmin Shu, Shuang Li, Zilin Wang, Joshua B. Tenenbaum, Sanja Fidler, Antonio Torralba
2019 J jnl
CLEVRER: CoLlision Events for Video REpresentation and Reasoning.
CoRR
Kexin Yi, Chuang Gan, Yunzhu Li, Pushmeet Kohli, Jiajun Wu, Antonio Torralba, Joshua B. Tenenbaum
2019 — ch.
Comparing the Interpretability of Deep Networks via Network Dissection.
Explainable AI
Bolei Zhou, David Bau, Aude Oliva, Antonio Torralba
2019 A* conf
Connecting Touch and Vision via Cross-Modal Prediction.
CVPR
Yunzhu Li, Jun-Yan Zhu, Russ Tedrake, Antonio Torralba
2019 J jnl
Connecting Touch and Vision via Cross-Modal Prediction.
CoRR
Yunzhu Li, Jun-Yan Zhu, Russ Tedrake, Antonio Torralba
2019 — conf
GAN Dissection: Visualizing and Understanding Generative Adversarial Networks.
ICLR (Poster)
David Bau, Jun-Yan Zhu, Hendrik Strobelt, Bolei Zhou, Joshua B. Tenenbaum, William T. Freeman, Antonio Torralba
2019 A* conf
Gaze360: Physically Unconstrained Gaze Estimation in the Wild.
ICCV
Petr Kellnhofer, Adrià Recasens, Simon Stent, Wojciech Matusik, Antonio Torralba
2019 J jnl
Gaze360: Physically Unconstrained Gaze Estimation in the Wild.
CoRR
Petr Kellnhofer, Adrià Recasens, Simon Stent, Wojciech Matusik, Antonio Torralba
2019 — conf
Grounding Spoken Words in Unlabeled Video.
CVPR Workshops
Angie W. Boggust, Kartik Audhkhasi, Dhiraj Joshi, David Harwath, Samuel Thomas, Rogério Schmidt Feris, Danny Gutfreund, Yang Zhang, Antonio Torralba, Michael Picheny, James R. Glass
2019 A* conf
HACS: Human Action Clips and Segments Dataset for Recognition and Temporal Localization.
ICCV
Hang Zhao, Antonio Torralba, Lorenzo Torresani, Zhicheng Yan
2019 A* conf
How to Make a Pizza: Learning a Compositional Layer-Based GAN Model.
CVPR
Dim P. Papadopoulos, Youssef Tamaazousti, Ferda Ofli, Ingmar Weber, Antonio Torralba
2019 J jnl
How to make a pizza: Learning a compositional layer-based GAN model.
CoRR
Dim P. Papadopoulos, Youssef Tamaazousti, Ferda Ofli, Ingmar Weber, Antonio Torralba
2019 J jnl
Interpreting Deep Visual Representations via Network Dissection.
IEEE Trans. Pattern Anal. Mach. Intell.
Bolei Zhou, David Bau, Aude Oliva, Antonio Torralba
2019 J jnl
Learning Compositional Koopman Operators for Model-Based Control.
CoRR
Yunzhu Li, Hao He, Jiajun Wu, Dina Katabi, Antonio Torralba
2019 — conf
Learning Particle Dynamics for Manipulating Rigid Bodies, Deformable Objects, and Fluids.
ICLR (Poster)
Yunzhu Li, Jiajun Wu, Russ Tedrake, Joshua B. Tenenbaum, Antonio Torralba
2019 A* conf
Learning Words by Drawing Images.
CVPR
Didac Suris, Adrià Recasens, David Bau, David Harwath, James R. Glass, Antonio Torralba
2019 J jnl
Learning the signatures of the human grasp using a scalable tactile glove.
Nat.
Subramanian Sundaram, Petr Kellnhofer, Yunzhu Li, Jun-Yan Zhu, Antonio Torralba, Wojciech Matusik
2019 A* conf
Meta-Sim: Learning to Generate Synthetic Datasets.
ICCV
Amlan Kar, Aayush Prakash, Ming-Yu Liu, Eric Cameracci, Justin Yuan, Matt Rusiniak, David Acuna, Antonio Torralba, Sanja Fidler
2019 J jnl
Meta-Sim: Learning to Generate Synthetic Datasets.
CoRR
Amlan Kar, Aayush Prakash, Ming-Yu Liu, Eric Cameracci, Justin Yuan, Matt Rusiniak, David Acuna, Antonio Torralba, Sanja Fidler
2019 A* conf
Neural Turtle Graphics for Modeling City Road Layouts.
ICCV
Hang Chu, Daiqing Li, David Acuna, Amlan Kar, Maria Shugrina, Xinkai Wei, Ming-Yu Liu, Antonio Torralba, Sanja Fidler
2019 J jnl
Neural Turtle Graphics for Modeling City Road Layouts.
CoRR
Hang Chu, Daiqing Li, David Acuna, Amlan Kar, Maria Shugrina, Xinkai Wei, Ming-Yu Liu, Antonio Torralba, Sanja Fidler
2019 A* conf
Propagation Networks for Model-Based Control Under Partial Observation.
ICRA
Yunzhu Li, Jiajun Wu, Jun-Yan Zhu, Joshua B. Tenenbaum, Antonio Torralba, Russ Tedrake
2019 A* conf
Seeing What a GAN Cannot Generate.
ICCV
David Bau, Jun-Yan Zhu, Jonas Wulff, William S. Peebles, Bolei Zhou, Hendrik Strobelt, Antonio Torralba
2019 J jnl
Seeing What a GAN Cannot Generate.
CoRR
David Bau, Jun-Yan Zhu, Jonas Wulff, William S. Peebles, Hendrik Strobelt, Bolei Zhou, Antonio Torralba
2019 J jnl
Self-Supervised Audio-Visual Co-Segmentation.
CoRR
Andrew Rouditchenko, Hang Zhao, Chuang Gan, Josh H. McDermott, Antonio Torralba
2019 A* conf
Self-Supervised Moving Vehicle Tracking With Stereo Sound.
ICCV
Chuang Gan, Hang Zhao, Peihao Chen, David D. Cox, Antonio Torralba
2019 — conf
Self-Supervised Segmentation and Source Separation on Videos.
CVPR Workshops
Andrew Rouditchenko, Hang Zhao, Chuang Gan, Josh H. McDermott, Antonio Torralba
2019 Misc conf
Self-supervised Audio-visual Co-segmentation.
ICASSP
Andrew Rouditchenko, Hang Zhao, Chuang Gan, Josh H. McDermott, Antonio Torralba
2019 J jnl
Self-supervised Moving Vehicle Tracking with Stereo Sound.
CoRR
Chuang Gan, Hang Zhao, Peihao Chen, David D. Cox, Antonio Torralba
2019 J jnl
Semantic Understanding of Scenes Through the ADE20K Dataset.
Int. J. Comput. Vis.
Bolei Zhou, Hang Zhao, Xavier Puig, Tete Xiao, Sanja Fidler, Adela Barriuso, Antonio Torralba
2019 J jnl
Semantic photo manipulation with a generative image prior.
ACM Trans. Graph.
David Bau, Hendrik Strobelt, William S. Peebles, Jonas Wulff, Bolei Zhou, Jun-Yan Zhu, Antonio Torralba
2019 A* conf
Synthesizing Environment-Aware Activities via Activity Sketches.
CVPR
Yuan-Hong Liao, Xavier Puig, Marko Boben, Antonio Torralba, Sanja Fidler
2019 J jnl
The Role of Embedding Complexity in Domain-invariant Representations.
CoRR
Ching-Yao Chuang, Antonio Torralba, Stefanie Jegelka
2019 A* conf
The Sound of Motions.
ICCV
Hang Zhao, Chuang Gan, Wei-Chiu Ma, Antonio Torralba
2019 J jnl
The Sound of Motions.
CoRR
Hang Zhao, Chuang Gan, Wei-Chiu Ma, Antonio Torralba
2019 A* conf
Through-Wall Human Mesh Recovery Using Radio Signals.
ICCV
Mingmin Zhao, Yingcheng Liu, Aniruddh Raghu, Hang Zhao, Tianhong Li, Antonio Torralba, Dina Katabi
2019 — conf
Visualizing and Understanding GANs.
DGS@ICLR
David Bau, Jun-Yan Zhu, Hendrik Strobelt, Bolei Zhou, Joshua B. Tenenbaum, William T. Freeman, Antonio Torralba
2019 J jnl
Visualizing and Understanding Generative Adversarial Networks (Extended Abstract).
CoRR
David Bau, Jun-Yan Zhu, Hendrik Strobelt, Bolei Zhou, Joshua B. Tenenbaum, William T. Freeman, Antonio Torralba
2019 J jnl
What Do Different Evaluation Metrics Tell Us About Saliency Models?
IEEE Trans. Pattern Anal. Mach. Intell.
Zoya Bylinskii, Tilke Judd, Aude Oliva, Antonio Torralba, Frédo Durand
2018 J jnl
3D Interpreter Networks for Viewer-Centered Wireframe Modeling.
CoRR
Jiajun Wu, Tianfan Xue, Joseph J. Lim, Yuandong Tian, Joshua B. Tenenbaum, Antonio Torralba, William T. Freeman
2018 J jnl
3D Interpreter Networks for Viewer-Centered Wireframe Modeling.
Int. J. Comput. Vis.
Jiajun Wu, Tianfan Xue, Joseph J. Lim, Yuandong Tian, Joshua B. Tenenbaum, Antonio Torralba, William T. Freeman
2018 A* conf
3D-Aware Scene Manipulation via Inverse Graphics.
NeurIPS
Shunyu Yao, Tzu-Ming Harry Hsu, Jun-Yan Zhu, Jiajun Wu, Antonio Torralba, Bill Freeman, Josh Tenenbaum
2018 J jnl
3D-Aware Scene Manipulation via Inverse Graphics.
CoRR
Shunyu Yao, Tzu-Ming Harry Hsu, Jun-Yan Zhu, Jiajun Wu, Antonio Torralba, William T. Freeman, Joshua B. Tenenbaum
2018 J jnl
Cross-Modal Scene Networks.
IEEE Trans. Pattern Anal. Mach. Intell.
Yusuf Aytar, Lluís Castrejón, Carl Vondrick, Hamed Pirsiavash, Antonio Torralba
2018 J jnl
Dataset Distillation.
CoRR
Tongzhou Wang, Jun-Yan Zhu, Antonio Torralba, Alexei A. Efros
2018 J jnl
Exploiting Occlusion in Non-Line-of-Sight Active Imaging.
IEEE Trans. Computational Imaging
Christos Thrampoulidis, Gal Shulkind, Feihu Xu, William T. Freeman, Jeffrey H. Shapiro, Antonio Torralba, Franco N. C. Wong, Gregory W. Wornell
2018 J jnl
GAN Dissection: Visualizing and Understanding Generative Adversarial Networks.
CoRR
David Bau, Jun-Yan Zhu, Hendrik Strobelt, Bolei Zhou, Joshua B. Tenenbaum, William T. Freeman, Antonio Torralba
2018 A* conf
Inferring Light Fields From Shadows.
CVPR
Manel Baradad, Vickie Ye, Adam B. Yedidia, Frédo Durand, William T. Freeman, Gregory W. Wornell, Antonio Torralba
2018 — conf
Interpretable Basis Decomposition for Visual Explanation.
ECCV (8)
Bolei Zhou, Yiyou Sun, David Bau, Antonio Torralba
2018 — conf
Jointly Discovering Visual Objects and Spoken Words from Raw Sensory Input.
ECCV (6)
David Harwath, Adrià Recasens, Dídac Surís, Galen Chuang, Antonio Torralba, James R. Glass
2018 J jnl
Jointly Discovering Visual Objects and Spoken Words from Raw Sensory Input.
CoRR
David Harwath, Adrià Recasens, Dídac Surís, Galen Chuang, Antonio Torralba, James R. Glass
2018 J jnl
Learning Particle Dynamics for Manipulating Rigid Bodies, Deformable Objects, and Fluids.
CoRR
Yunzhu Li, Jiajun Wu, Russ Tedrake, Joshua B. Tenenbaum, Antonio Torralba
2018 J jnl
Learning Sight from Sound: Ambient Sound Provides Supervision for Visual Learning.
Int. J. Comput. Vis.
Andrew Owens, Jiajun Wu, Josh H. McDermott, William T. Freeman, Antonio Torralba
2018 A* conf
Learning to Act Properly: Predicting and Explaining Affordances From Images.
CVPR
Ching-Yao Chuang, Jiaman Li, Antonio Torralba, Sanja Fidler
2018 — conf
Learning to Zoom: A Saliency-Based Sampling Layer for Neural Networks.
ECCV (9)
Adrià Recasens, Petr Kellnhofer, Simon Stent, Wojciech Matusik, Antonio Torralba
2018 J jnl
Learning to Zoom: a Saliency-Based Sampling Layer for Neural Networks.
CoRR
Adrià Recasens, Petr Kellnhofer, Simon Stent, Wojciech Matusik, Antonio Torralba
2018 A* conf
Neural-Symbolic VQA: Disentangling Reasoning from Vision and Language Understanding.
NeurIPS
Kexin Yi, Jiajun Wu, Chuang Gan, Antonio Torralba, Pushmeet Kohli, Josh Tenenbaum
2018 J jnl
Neural-Symbolic VQA: Disentangling Reasoning from Vision and Language Understanding.
CoRR
Kexin Yi, Jiajun Wu, Chuang Gan, Antonio Torralba, Pushmeet Kohli, Joshua B. Tenenbaum
2018 J jnl
Places: A 10 Million Image Database for Scene Recognition.
IEEE Trans. Pattern Anal. Mach. Intell.
Bolei Zhou, Àgata Lapedriza, Aditya Khosla, Aude Oliva, Antonio Torralba
2018 J jnl
Propagation Networks for Model-Based Control Under Partial Observation.
CoRR
Yunzhu Li, Jiajun Wu, Jun-Yan Zhu, Joshua B. Tenenbaum, Antonio Torralba, Russ Tedrake
2018 A* conf
RF-based 3D skeletons.
SIGCOMM
Mingmin Zhao, Yonglong Tian, Hang Zhao, Mohammad Abu Alsheikh, Tianhong Li, Rumen Hristov, Zachary Kabelac, Dina Katabi, Antonio Torralba
2018 A conf
Real-Time Object Pose Estimation with Pose Interpreter Networks.
IROS
Jimmy Wu, Bolei Zhou, Rebecca L. Russell, Vincent Kee, Syler Wagner, Mitchell Hebert, Antonio Torralba, David M. S. Johnson
2018 J jnl
Real-Time Object Pose Estimation with Pose Interpreter Networks.
CoRR
Jimmy Wu, Bolei Zhou, Rebecca L. Russell, Vincent Kee, Syler Wagner, Mitchell Hebert, Antonio Torralba, David M. S. Johnson
2018 J jnl
Recipe1M: A Dataset for Learning Cross-Modal Embeddings for Cooking Recipes and Food Images.
CoRR
Javier Marín, Aritro Biswas, Ferda Ofli, Nicholas Hynes, Amaia Salvador, Yusuf Aytar, Ingmar Weber, Antonio Torralba
2018 J jnl
Revisiting the Importance of Individual Units in CNNs via Ablation.
CoRR
Bolei Zhou, Yiyou Sun, David Bau, Antonio Torralba
2018 — conf
ShadowCam: Real-Time Detection of Moving Obstacles Behind A Corner For Autonomous Vehicles.
ITSC
Felix Naser, Igor Gilitschenski, Guy Rosman, Alexander Amini, Frédo Durand, Antonio Torralba, Gregory W. Wornell, William T. Freeman, Sertac Karaman, Daniela Rus
2018 — conf
Single Image Intrinsic Decomposition Without a Single Intrinsic Image.
ECCV (14)
Wei-Chiu Ma, Hang Chu, Bolei Zhou, Raquel Urtasun, Antonio Torralba
2018 — conf
Temporal Relational Reasoning in Videos.
ECCV (1)
Bolei Zhou, Alex Andonian, Aude Oliva, Antonio Torralba
2018 — conf
The Sound of Pixels.
ECCV (1)
Hang Zhao, Chuang Gan, Andrew Rouditchenko, Carl Vondrick, Josh H. McDermott, Antonio Torralba
2018 J jnl
The Sound of Pixels.
CoRR
Hang Zhao, Chuang Gan, Andrew Rouditchenko, Carl Vondrick, Josh H. McDermott, Antonio Torralba
2018 A* conf
Through-Wall Human Pose Estimation Using Radio Signals.
CVPR
Mingmin Zhao, Tianhong Li, Mohammad Abu Alsheikh, Yonglong Tian, Hang Zhao, Antonio Torralba, Dina Katabi
2018 — conf
Using Computer Vision to Study the Effects of BMI on Online Popularity and Weight-Based Homophily.
SocInfo (2)
Enes Kocabey, Ferda Ofli, Javier Marín, Antonio Torralba, Ingmar Weber
2018 A* conf
VirtualHome: Simulating Household Activities via Programs.
CVPR
Xavier Puig, Kevin Ra, Marko Boben, Jiaman Li, Tingwu Wang, Sanja Fidler, Antonio Torralba
2018 J jnl
VirtualHome: Simulating Household Activities via Programs.
CoRR
Xavier Puig, Kevin Ra, Marko Boben, Jiaman Li, Tingwu Wang, Sanja Fidler, Antonio Torralba
2018 J jnl
Visual Object Networks: Image Generation with Disentangled 3D Representation.
CoRR
Jun-Yan Zhu, Zhoutong Zhang, Chengkai Zhang, Jiajun Wu, Antonio Torralba, Joshua B. Tenenbaum, William T. Freeman
2018 A* conf
Visual Object Networks: Image Generation with Disentangled 3D Representations.
NeurIPS
Jun-Yan Zhu, Zhoutong Zhang, Chengkai Zhang, Jiajun Wu, Antonio Torralba, Josh Tenenbaum, Bill Freeman
2017 — conf
A Compositional Object-Based Approach to Learning Physical Dynamics.
ICLR (Poster)
Michael Chang, Tomer D. Ullman, Antonio Torralba, Joshua B. Tenenbaum
2017 — conf
Benchmarking Convolutional Neural Networks for Object Segmentation and Pose Estimation.
AIPR
Tiffany Le, Lei Hamilton, Antonio Torralba
2017 — conf
Benchmarking Convolutional Neural Networks for Object Segmentation and Pose Estimation.
AIPR
Tiffany Le, Lei Hamilton, Antonio Torralba
2017 A conf
Face-to-BMI: Using Computer Vision to Infer Body Mass Index on Social Media.
ICWSM
Enes Kocabey, Mustafa Camurcu, Ferda Ofli, Yusuf Aytar, Javier Marín, Antonio Torralba, Ingmar Weber
2017 J jnl
Face-to-BMI: Using Computer Vision to Infer Body Mass Index on Social Media.
CoRR
Enes Kocabey, Mustafa Camurcu, Ferda Ofli, Yusuf Aytar, Javier Marín, Antonio Torralba, Ingmar Weber
2017 A* conf
Following Gaze in Video.
ICCV
Adrià Recasens, Carl Vondrick, Aditya Khosla, Antonio Torralba
2017 A* conf
Generating the Future with Adversarial Transformers.
CVPR
Carl Vondrick, Antonio Torralba
2017 J jnl
Guest Editorial: Best of CVPR 2015.
IEEE Trans. Pattern Anal. Mach. Intell.
Kristen Grauman, Erik G. Learned-Miller, Antonio Torralba, Andrew Zisserman
2017 J jnl
Interpreting Deep Visual Representations via Network Dissection.
CoRR
Bolei Zhou, David Bau, Aude Oliva, Antonio Torralba
2017 J jnl
Is Saki #delicious? The Food Perception Gap on Instagram and Its Relation to Health.
CoRR
Ferda Ofli, Yusuf Aytar, Ingmar Weber, Raggi al Hammouri, Antonio Torralba
2017 A* conf
Is Saki #delicious?: The Food Perception Gap on Instagram and Its Relation to Health.
WWW
Ferda Ofli, Yusuf Aytar, Ingmar Weber, Raggi al Hammouri, Antonio Torralba
2017 A* conf
Learning Cross-Modal Embeddings for Cooking Recipes and Food Images.
CVPR
Amaia Salvador, Nicholas Hynes, Yusuf Aytar, Javier Marín, Ferda Ofli, Ingmar Weber, Antonio Torralba
2017 J jnl
Learning Sight from Sound: Ambient Sound Provides Supervision for Visual Learning.
CoRR
Andrew Owens, Jiajun Wu, Josh H. McDermott, William T. Freeman, Antonio Torralba
2017 J jnl
Learning to Act Properly: Predicting and Explaining Affordances from Images.
CoRR
Ching-Yao Chuang, Jiaman Li, Antonio Torralba, Sanja Fidler
2017 C conf
Learning to See by Hearing.
ICPRAM
Antonio Torralba
2017 A* conf
Network Dissection: Quantifying Interpretability of Deep Visual Representations.
CVPR
David Bau, Bolei Zhou, Aditya Khosla, Aude Oliva, Antonio Torralba
2017 J jnl
Network Dissection: Quantifying Interpretability of Deep Visual Representations.
CoRR
David Bau, Bolei Zhou, Aditya Khosla, Aude Oliva, Antonio Torralba
2017 A* conf
Open Vocabulary Scene Parsing.
ICCV
Hang Zhao, Xavier Puig, Bolei Zhou, Sanja Fidler, Antonio Torralba
2017 J jnl
Open Vocabulary Scene Parsing.
CoRR
Hang Zhao, Xavier Puig, Bolei Zhou, Sanja Fidler, Antonio Torralba
2017 J jnl
SLAC: A Sparsely Labeled Dataset for Action Classification and Localization.
CoRR
Hang Zhao, Zhicheng Yan, Heng Wang, Lorenzo Torresani, Antonio Torralba
2017 A* conf
Scene Parsing through ADE20K Dataset.
CVPR
Bolei Zhou, Hang Zhao, Xavier Puig, Sanja Fidler, Adela Barriuso, Antonio Torralba
2017 J jnl
See, Hear, and Read: Deep Aligned Representations.
CoRR
Yusuf Aytar, Carl Vondrick, Antonio Torralba
2017 J jnl
SegICP: Integrated Deep Semantic Segmentation and Pose Estimation.
CoRR
Jay Ming Wong, Vincent Kee, Tiffany Le, Syler Wagner, Gian Luca Mariottini, Abraham Schneider, Lei Hamilton, Rahul Chipalkatty, Mitchell Hebert, David M. S. Johnson, Jimmy Wu, Bolei Zhou, Antonio Torralba
2017 A conf
SegICP: Integrated deep semantic segmentation and pose estimation.
IROS
Jay Ming Wong, Vincent Kee, Tiffany Le, Syler Wagner, Gian Luca Mariottini, Abraham Schneider, Lei Hamilton, Rahul Chipalkatty, Mitchell Hebert, David M. S. Johnson, Jimmy Wu, Bolei Zhou, Antonio Torralba
2017 J jnl
Temporal Relational Reasoning in Videos.
CoRR
Bolei Zhou, Alex Andonian, Antonio Torralba
2017 A* conf
Turning Corners into Cameras: Principles and Methods.
ICCV
Katherine L. Bouman, Vickie Ye, Adam B. Yedidia, Frédo Durand, Gregory W. Wornell, Antonio Torralba, William T. Freeman
2016 J jnl
A Compositional Object-Based Approach to Learning Physical Dynamics.
CoRR
Michael B. Chang, Tomer D. Ullman, Antonio Torralba, Joshua B. Tenenbaum
2016 — conf
Ambient Sound Provides Supervision for Visual Learning.
ECCV (1)
Andrew Owens, Jiajun Wu, Josh H. McDermott, William T. Freeman, Antonio Torralba
2016 J jnl
Ambient Sound Provides Supervision for Visual Learning.
CoRR
Andrew Owens, Jiajun Wu, Josh H. McDermott, William T. Freeman, Antonio Torralba
2016 A* conf
Anticipating Visual Representations from Unlabeled Video.
CVPR
Carl Vondrick, Hamed Pirsiavash, Antonio Torralba
2016 J jnl
Cross-Modal Scene Networks.
CoRR
Yusuf Aytar, Lluís Castrejón, Carl Vondrick, Hamed Pirsiavash, Antonio Torralba
2016 J jnl
Deep Neural Networks predict Hierarchical Spatio-temporal Cortical Dynamics of Human Visual Object Recognition.
CoRR
Radoslaw Martin Cichy, Aditya Khosla, Dimitrios Pantazis, Antonio Torralba, Aude Oliva
2016 A* conf
Eye Tracking for Everyone.
CVPR
Kyle Krafka, Aditya Khosla, Petr Kellnhofer, Harini Kannan, Suchendra M. Bhandarkar, Wojciech Matusik, Antonio Torralba
2016 J jnl
Eye Tracking for Everyone.
CoRR
Kyle Krafka, Aditya Khosla, Petr Kellnhofer, Harini Kannan, Suchendra M. Bhandarkar, Wojciech Matusik, Antonio Torralba
2016 J jnl
Following Gaze Across Views.
CoRR
Adrià Recasens, Carl Vondrick, Aditya Khosla, Antonio Torralba
2016 — conf
Generating Videos with Scene Dynamics.
NIPS
Carl Vondrick, Hamed Pirsiavash, Antonio Torralba
2016 J jnl
Generating Videos with Scene Dynamics.
CoRR
Carl Vondrick, Hamed Pirsiavash, Antonio Torralba
2016 J jnl
Guest Editorial: Big Data.
Int. J. Comput. Vis.
Alyosha A. Efros, Antonio Torralba
2016 A* conf
Learning Aligned Cross-Modal Representations from Weakly Aligned Data.
CVPR
Lluís Castrejón, Yusuf Aytar, Carl Vondrick, Hamed Pirsiavash, Antonio Torralba
2016 J jnl
Learning Aligned Cross-Modal Representations from Weakly Aligned Data.
CoRR
Lluís Castrejón, Yusuf Aytar, Carl Vondrick, Hamed Pirsiavash, Antonio Torralba
2016 A* conf
Learning Deep Features for Discriminative Localization.
CVPR
Bolei Zhou, Aditya Khosla, Àgata Lapedriza, Aude Oliva, Antonio Torralba
2016 A* conf
MovieQA: Understanding Stories in Movies through Question-Answering.
CVPR
Makarand Tapaswi, Yukun Zhu, Rainer Stiefelhagen, Antonio Torralba, Raquel Urtasun, Sanja Fidler
2016 J jnl
Places: An Image Database for Deep Scene Understanding.
CoRR
Bolei Zhou, Aditya Khosla, Àgata Lapedriza, Antonio Torralba, Aude Oliva
2016 A* conf
Predicting Motivations of Actions by Leveraging Text.
CVPR
Carl Vondrick, Deniz Oktay, Hamed Pirsiavash, Antonio Torralba
2016 J jnl
SUN Database: Exploring a Large Collection of Scene Categories.
Int. J. Comput. Vis.
Jianxiong Xiao, Krista A. Ehinger, James Hays, Antonio Torralba, Aude Oliva
2016 J jnl
Semantic Understanding of Scenes through the ADE20K Dataset.
CoRR
Bolei Zhou, Hang Zhao, Xavier Puig, Sanja Fidler, Adela Barriuso, Antonio Torralba
2016 — conf
Single Image 3D Interpreter Network.
ECCV (6)
Jiajun Wu, Tianfan Xue, Joseph J. Lim, Yuandong Tian, Joshua B. Tenenbaum, Antonio Torralba, William T. Freeman
2016 J jnl
Single Image 3D Interpreter Network.
CoRR
Jiajun Wu, Tianfan Xue, Joseph J. Lim, Yuandong Tian, Joshua B. Tenenbaum, Antonio Torralba, William T. Freeman
2016 — conf
SoundNet: Learning Sound Representations from Unlabeled Video.
NIPS
Yusuf Aytar, Carl Vondrick, Antonio Torralba
2016 J jnl
SoundNet: Learning Sound Representations from Unlabeled Video.
CoRR
Yusuf Aytar, Carl Vondrick, Antonio Torralba
2016 — conf
Unsupervised Learning of Spoken Language with Visual Context.
NIPS
David F. Harwath, Antonio Torralba, James R. Glass
2016 J jnl
Visualizing Object Detection Features.
Int. J. Comput. Vis.
Carl Vondrick, Aditya Khosla, Hamed Pirsiavash, Tomasz Malisiewicz, Antonio Torralba
2016 A* conf
Visually Indicated Sounds.
CVPR
Andrew Owens, Phillip Isola, Josh H. McDermott, Antonio Torralba, Edward H. Adelson, William T. Freeman
2016 J jnl
What do different evaluation metrics tell us about saliency models?
CoRR
Zoya Bylinskii, Tilke Judd, Aude Oliva, Antonio Torralba, Frédo Durand
2016 — conf
Where Should Saliency Models Look Next?
ECCV (5)
Zoya Bylinskii, Adrià Recasens, Ali Borji, Aude Oliva, Antonio Torralba, Frédo Durand
2016 J jnl
Who is Mistaken?
CoRR
Benjamin Eysenbach, Carl Vondrick, Antonio Torralba
2015 A* conf
Aligning Books and Movies: Towards Story-Like Visual Explanations by Watching Movies and Reading Books.
ICCV
Yukun Zhu, Ryan Kiros, Richard S. Zemel, Ruslan Salakhutdinov, Raquel Urtasun, Antonio Torralba, Sanja Fidler
2015 J jnl
Aligning Books and Movies: Towards Story-like Visual Explanations by Watching Movies and Reading Books.
CoRR
Yukun Zhu, Ryan Kiros, Richard S. Zemel, Ruslan Salakhutdinov, Raquel Urtasun, Antonio Torralba, Sanja Fidler
2015 J jnl
Anticipating the future by watching unlabeled video.
CoRR
Carl Vondrick, Hamed Pirsiavash, Antonio Torralba
2015 J jnl
Learning Deep Features for Discriminative Localization.
CoRR
Bolei Zhou, Aditya Khosla, Àgata Lapedriza, Aude Oliva, Antonio Torralba
2015 — conf
Learning visual biases from human imagination.
NIPS
Carl Vondrick, Hamed Pirsiavash, Aude Oliva, Antonio Torralba
2015 J jnl
MovieQA: Understanding Stories in Movies through Question-Answering.
CoRR
Makarand Tapaswi, Yukun Zhu, Rainer Stiefelhagen, Antonio Torralba, Raquel Urtasun, Sanja Fidler
2015 — conf
Object Detectors Emerge in Deep Scene CNNs.
ICLR
Bolei Zhou, Aditya Khosla, Àgata Lapedriza, Aude Oliva, Antonio Torralba
2015 — conf
Skip-Thought Vectors.
NIPS
Ryan Kiros, Yukun Zhu, Ruslan Salakhutdinov, Richard S. Zemel, Raquel Urtasun, Antonio Torralba, Sanja Fidler
2015 J jnl
Skip-Thought Vectors.
CoRR
Ryan Kiros, Yukun Zhu, Ruslan Salakhutdinov, Richard S. Zemel, Antonio Torralba, Raquel Urtasun, Sanja Fidler
2015 J jnl
Understanding Intra-Class Knowledge Inside CNN.
CoRR
Donglai Wei, Bolei Zhou, Antonio Torralba, William T. Freeman
2015 A* conf
Understanding and Predicting Image Memorability at a Large Scale.
ICCV
Aditya Khosla, Akhil S. Raju, Antonio Torralba, Aude Oliva
2015 J jnl
Visualizing Object Detection Features.
CoRR
Carl Vondrick, Aditya Khosla, Hamed Pirsiavash, Tomasz Malisiewicz, Antonio Torralba
2015 J jnl
Visually Indicated Sounds.
CoRR
Andrew Owens, Phillip Isola, Josh H. McDermott, Antonio Torralba, Edward H. Adelson, William T. Freeman
2015 — conf
Where are they looking?
NIPS
Adrià Recasens, Aditya Khosla, Carl Vondrick, Antonio Torralba
2014 J jnl
Accidental Pinhole and Pinspeck Cameras - Revealing the Scene Outside the Picture.
Int. J. Comput. Vis.
Antonio Torralba, William T. Freeman
2014 J jnl
Acquiring Visual Classifiers from Human Imagination.
CoRR
Carl Vondrick, Hamed Pirsiavash, Aude Oliva, Antonio Torralba
2014 — conf
Assessing the Quality of Actions.
ECCV (6)
Hamed Pirsiavash, Carl Vondrick, Antonio Torralba
2014 B conf
Exemplar Network: A Generalized Mixture Model.
ICPR
Chikao Tsuchiya, Tomasz Malisiewicz, Antonio Torralba
2014 — conf
FPM: Fine Pose Parts-Based Model with 3D CAD Models.
ECCV (6)
Joseph J. Lim, Aditya Khosla, Antonio Torralba
2014 J jnl
Inferring the Why in Images.
CoRR
Hamed Pirsiavash, Carl Vondrick, Antonio Torralba
2014 — conf
Learning Deep Features for Scene Recognition using Places Database.
NIPS
Bolei Zhou, Àgata Lapedriza, Jianxiong Xiao, Antonio Torralba, Aude Oliva
2014 A* conf
Looking Beyond the Visible Scene.
CVPR
Aditya Khosla, Byoungkwon An, Joseph J. Lim, Antonio Torralba
2014 — conf
Recognizing City Identity via Attribute Analysis of Geo-tagged Images.
ECCV (3)
Bolei Zhou, Liu Liu, Aude Oliva, Antonio Torralba
2014 A conf
Unsupervised Non-parametric Geospatial Modeling from Ground Imagery.
WACV
Nathan Frey, Antonio Torralba, Christopher Stauffer
2014 J jnl
What Makes a Photograph Memorable?
IEEE Trans. Pattern Anal. Mach. Intell.
Phillip Isola, Jianxiong Xiao, Devi Parikh, Antonio Torralba, Aude Oliva
2013 J jnl
A boosting approach for the simultaneous detection and segmentation of generic objects.
Pattern Recognit. Lett.
Albert Torrent, Xavier Lladó, Jordi Freixenet, Antonio Torralba
2013 J jnl
Are all training examples equally valuable?
CoRR
Àgata Lapedriza, Hamed Pirsiavash, Zoya Bylinskii, Antonio Torralba
2013 A* conf
HOGgles: Visualizing Object Detection Features.
ICCV
Carl Vondrick, Aditya Khosla, Tomasz Malisiewicz, Antonio Torralba
2013 J jnl
Learning with Hierarchical-Deep Models.
IEEE Trans. Pattern Anal. Mach. Intell.
Ruslan Salakhutdinov, Joshua B. Tenenbaum, Antonio Torralba
2013 A* conf
Modifying the Memorability of Face Photographs.
ICCV
Aditya Khosla, Wilma A. Bainbridge, Antonio Torralba, Aude Oliva
2013 A* conf
Parsing IKEA Objects: Fine Pose Estimation.
ICCV
Joseph J. Lim, Hamed Pirsiavash, Antonio Torralba
2013 A* conf
SUN3D: A Database of Big Spaces Reconstructed Using SfM and Object Labels.
ICCV
Jianxiong Xiao, Andrew Owens, Antonio Torralba
2013 A* conf
Shape Anchors for Data-Driven Multi-view Reconstruction.
ICCV
Andrew Owens, Jianxiong Xiao, Antonio Torralba, William T. Freeman
2012 A conf
A Latent Variable Ranking Model for Content-Based Retrieval.
ECIR
Ariadna Quattoni, Xavier Carreras, Antonio Torralba
2012 J jnl
A Tree-Based Context Model for Object Recognition.
IEEE Trans. Pattern Anal. Mach. Intell.
Myung Jin Choi, Antonio Torralba, Alan S. Willsky
2012 A* conf
Accidental pinhole and pinspeck cameras: Revealing the scene outside the picture.
CVPR
Antonio Torralba, William T. Freeman
2012 — conf
Basic level scene understanding: from labels to structure and beyond.
SIGGRAPH Asia Technical Briefs
Jianxiong Xiao, Bryan C. Russell, James Hays, Krista A. Ehinger, Aude Oliva, Antonio Torralba
2012 J jnl
Context models and out-of-context objects.
Pattern Recognit. Lett.
Myung Jin Choi, Antonio Torralba, Alan S. Willsky
2012 — conf
Image memorability and visual inception.
SIGGRAPH Asia Technical Briefs
Aditya Khosla, Jianxiong Xiao, Phillip Isola, Antonio Torralba, Aude Oliva
2012 J jnl
Inverting and Visualizing Features for Object Detection
CoRR
Carl Vondrick, Aditya Khosla, Tomasz Malisiewicz, Antonio Torralba
2012 — conf
Localizing 3D cuboids in single-view images.
NIPS
Jianxiong Xiao, Bryan C. Russell, Antonio Torralba
2012 — conf
Memorability of Image Regions.
NIPS
Aditya Khosla, Jianxiong Xiao, Antonio Torralba, Aude Oliva
2012 — conf
Multidimensional Spectral Hashing.
ECCV (5)
Yair Weiss, Rob Fergus, Antonio Torralba
2012 J jnl
Notes on image annotation
CoRR
Adela Barriuso, Antonio Torralba
2012 — conf
One-Shot Learning with a Hierarchical Nonparametric Bayesian Model.
ICML Unsupervised and Transfer Learning
Ruslan Salakhutdinov, Joshua B. Tenenbaum, Antonio Torralba
2012 A* conf
Recognizing scene viewpoint using panoramic place representation.
CVPR
Jianxiong Xiao, Krista A. Ehinger, Aude Oliva, Antonio Torralba
2012 — conf
Undoing the Damage of Dataset Bias.
ECCV (1)
Aditya Khosla, Tinghui Zhou, Tomasz Malisiewicz, Alexei A. Efros, Antonio Torralba
2011 A* conf
A large-scale benchmark dataset for event recognition in surveillance video.
CVPR
Sangmin Oh, Anthony Hoogs, A. G. Amitha Perera, Naresh P. Cuntoor, Chia-Chih Chen, Jong Taek Lee, Saurajit Mukherjee, J. K. Aggarwal, Hyungtae Lee, Larry S. Davis, Eran Swears, Xiaoyang Wang, Qiang Ji, Kishore K. Reddy, Mubarak Shah, Carl Vondrick, Hamed Pirsiavash, Deva Ramanan, Jenny Yuen, Antonio Torralba, Bi Song, Anesco Fong, Amit K. Roy-Chowdhury, Mita Desai
2011 B conf
AVSS 2011 demo session: A large-scale benchmark dataset for event recognition in surveillance video.
AVSS
Sangmin Oh, Anthony Hoogs, A. G. Amitha Perera, Naresh P. Cuntoor, Chia-Chih Chen, Jong Taek Lee, Saurajit Mukherjee, J. K. Aggarwal, Hyungtae Lee, Larry S. Davis, Eran Swears, Xiaoyang Wang, Qiang Ji, Kishore K. Reddy, Mubarak Shah, Carl Vondrick, Hamed Pirsiavash, Deva Ramanan, Jenny Yuen, Antonio Torralba, Bi Song, Anesco Fong, Amit K. Roy-Chowdhury, Mita Desai
2011 B conf
Estimating scene typicality from human ratings and image features.
CogSci
Krista A. Ehinger, Jianxiong Xiao, Antonio Torralba, Aude Oliva
2011 A* conf
Evaluation of image features using a photorealistic virtual world.
ICCV
Biliana Kaneva, Antonio Torralba, William T. Freeman
2011 — conf
Learning to Learn with Compound HD Models.
NIPS
Ruslan Salakhutdinov, Joshua B. Tenenbaum, Antonio Torralba
2011 A* conf
Learning to share visual appearance for multiclass object detection.
CVPR
Ruslan Salakhutdinov, Antonio Torralba, Joshua B. Tenenbaum
2011 J jnl
Nonparametric Scene Parsing via Label Transfer.
IEEE Trans. Pattern Anal. Mach. Intell.
Ce Liu, Jenny Yuen, Antonio Torralba
2011 J jnl
SIFT Flow: Dense Correspondence across Scenes and Its Applications.
IEEE Trans. Pattern Anal. Mach. Intell.
Ce Liu, Jenny Yuen, Antonio Torralba
2011 B conf
Simultaneous detection and segmentation for generic objects.
ICIP
Albert Torrent, Xavier Lladó, Jordi Freixenet, Antonio Torralba
2011 — conf
Transfer Learning by Borrowing Examples for Multiclass Object Detection.
NIPS
Joseph J. Lim, Ruslan Salakhutdinov, Antonio Torralba
2011 A* conf
Unbiased look at dataset bias.
CVPR
Antonio Torralba, Alexei A. Efros
2011 — conf
Understanding the Intrinsic Memorability of Images.
NIPS
Phillip Isola, Devi Parikh, Antonio Torralba, Aude Oliva
2011 A* conf
What makes an image memorable?
CVPR
Phillip Isola, Jianxiong Xiao, Antonio Torralba, Aude Oliva
2010 — conf
A Data-Driven Approach for Event Prediction.
ECCV (2)
Jenny Yuen, Antonio Torralba
2010 A* conf
Exploiting hierarchical context on a large database of object categories.
CVPR
Myung Jin Choi, Joseph J. Lim, Antonio Torralba, Alan S. Willsky
2010 J jnl
Infinite Images: Creating and Exploring a Large Photorealistic Virtual Space.
Proc. IEEE
Biliana Kaneva, Josef Sivic, Antonio Torralba, Shai Avidan, William T. Freeman
2010 J jnl
LabelMe: Online Image Annotation and Applications.
Proc. IEEE
Antonio Torralba, Bryan C. Russell, Jenny Yuen
2010 — conf
Modeling and Analysis of Dynamic Behaviors of Web Image Collections.
ECCV (5)
Gunhee Kim, Eric P. Xing, Antonio Torralba
2010 A* conf
Part and appearance sharing: Recursive Compositional Models for multi-view.
CVPR
Long Zhu, Yuanhao Chen, Antonio Torralba, William T. Freeman, Alan L. Yuille
2010 A* conf
SUN database: Large-scale scene recognition from abbey to zoo.
CVPR
Jianxiong Xiao, James Hays, Krista A. Ehinger, Aude Oliva, Antonio Torralba
2010 — conf
Semantic Label Sharing for Learning with Many Categories.
ECCV (1)
Robert Fergus, Hector Bernal, Yair Weiss, Antonio Torralba
2010 J jnl
Using the forest to see the trees: exploiting context for visual object detection and localization.
Commun. ACM
Antonio Torralba, Kevin P. Murphy, William T. Freeman
2009 A* conf
Building a database of 3D scenes from user annotations.
CVPR
Bryan C. Russell, Antonio Torralba
2009 J jnl
Guest Editors' Introduction to the Special Section on Probabilistic Graphical Models.
IEEE Trans. Pattern Anal. Mach. Intell.
Qiang Ji, Jiebo Luo, Dimitris N. Metaxas, Antonio Torralba, Thomas S. Huang, Erik B. Sudderth
2009 A* conf
LabelMe video: Building a video database with human annotations.
ICCV
Jenny Yuen, Bryan C. Russell, Ce Liu, Antonio Torralba
2009 A* conf
Learning to predict where humans look.
ICCV
Tilke Judd, Krista A. Ehinger, Frédo Durand, Antonio Torralba
2009 — conf
Nonparametric Bayesian Texture Learning and Synthesis.
NIPS
Long Zhu, Yuanhao Chen, Bill Freeman, Antonio Torralba
2009 A* conf
Nonparametric scene parsing: Label transfer via dense scene alignment.
CVPR
Ce Liu, Jenny Yuen, Antonio Torralba
2009 A* conf
Recognizing indoor scenes.
CVPR
Ariadna Quattoni, Antonio Torralba
2009 — conf
Semi-Supervised Learning in Gigantic Image Collections.
NIPS
Rob Fergus, Yair Weiss, Antonio Torralba
2009 — conf
Unsupervised Detection of Regions of Interest Using Iterative Link Analysis.
NIPS
Gunhee Kim, Antonio Torralba
2008 J jnl
80 Million Tiny Images: A Large Data Set for Nonparametric Object and Scene Recognition.
IEEE Trans. Pattern Anal. Mach. Intell.
Antonio Torralba, Robert Fergus, William T. Freeman
2008 — conf
Creating and exploring a large photorealistic virtual space.
CVPR Workshops
Josef Sivic, Biliana Kaneva, Antonio Torralba, Shai Avidan, William T. Freeman
2008 J jnl
Describing Visual Scenes Using Transformed Objects and Parts.
Int. J. Comput. Vis.
Erik B. Sudderth, Antonio Torralba, William T. Freeman, Alan S. Willsky
2008 J jnl
LabelMe: A Database and Web-Based Tool for Image Annotation.
Int. J. Comput. Vis.
Bryan C. Russell, Antonio Torralba, Kevin P. Murphy, William T. Freeman
2008 — conf
SIFT Flow: Dense Correspondence across Different Scenes.
ECCV (3)
Ce Liu, Jenny Yuen, Antonio Torralba, Josef Sivic, William T. Freeman
2008 A* conf
Small codes and large image databases for recognition.
CVPR
Antonio Torralba, Robert Fergus, Yair Weiss
2008 — conf
Spectral Hashing.
NIPS
Yair Weiss, Antonio Torralba, Robert Fergus
2007 — conf
Object Recognition by Scene Alignment.
NIPS
Bryan C. Russell, Antonio Torralba, Ce Liu, Robert Fergus, William T. Freeman
2007 J jnl
Sharing Visual Features for Multiclass and Multiview Object Detection.
IEEE Trans. Pattern Anal. Mach. Intell.
Antonio Torralba, Kevin P. Murphy, William T. Freeman
2006 — conf
Dataset Issues in Object Recognition.
Toward Category-Level Object Recognition
Jean Ponce, Tamara L. Berg, Mark Everingham, David A. Forsyth, Martial Hebert, Svetlana Lazebnik, Marcin Marszalek, Cordelia Schmid, Bryan C. Russell, Antonio Torralba, Christopher K. I. Williams, Jianguo Zhang, Andrew Zisserman
2006 — conf
Depth from Familiar Objects: A Hierarchical Model for 3D Scenes.
CVPR (2)
Erik B. Sudderth, Antonio Torralba, William T. Freeman, Alan S. Willsky
2006 J jnl
Hybrid images.
ACM Trans. Graph.
Aude Oliva, Antonio Torralba, Philippe G. Schyns
2006 — conf
Object Detection and Localization Using Local and Global Features.
Toward Category-Level Object Recognition
Kevin P. Murphy, Antonio Torralba, Daniel Eaton, William T. Freeman
2006 — conf
Shared Features for Multiclass Object Detection.
Toward Category-Level Object Recognition
Antonio Torralba, Kevin P. Murphy, William T. Freeman
2005 A* conf
An Ensemble Prior of Image Structure for Cross-Modal Inference.
ICCV
Srinivas Ravela, Antonio Torralba, William T. Freeman
2005 — conf
Describing Visual Scenes using Transformed Dirichlet Processes.
NIPS
Erik B. Sudderth, Antonio Torralba, William T. Freeman, Alan S. Willsky
2005 — conf
Human Learning of Contextual Priors for Object Search: Where does the time go?
CVPR Workshops
Barbara Hidalgo-Sotelo, Aude Oliva, Antonio Torralba
2005 A* conf
Learning Hierarchical Models of Scenes, Objects, and Parts.
ICCV
Erik B. Sudderth, Antonio Torralba, William T. Freeman, Alan S. Willsky
2005 J jnl
Motion magnification.
ACM Trans. Graph.
Ce Liu, Antonio Torralba, William T. Freeman, Frédo Durand, Edward H. Adelson
2004 — conf
Contextual Models for Object Detection Using Boosted Random Fields.
NIPS
Antonio Torralba, Kevin P. Murphy, William T. Freeman
2004 — conf
Sharing Features: Efficient Boosting Procedures for Multiclass Object Detection.
CVPR (2)
Antonio Torralba, Kevin P. Murphy, William T. Freeman
2003 A* conf
Context-based vision system for place and object recognition.
ICCV
Antonio Torralba, Kevin P. Murphy, William T. Freeman, Mark A. Rubin
2003 J jnl
Contextual Priming for Object Detection.
Int. J. Comput. Vis.
Antonio Torralba
2003 — conf
Properties and Applications of Shape Recipes.
CVPR (2)
Antonio Torralba, William T. Freeman
2003 — conf
Top-down control of visual attention in object detection.
ICIP (1)
Aude Oliva, Antonio Torralba, Monica S. Castelhano, John M. Henderson
2003 — conf
Using the Forest to See the Trees: A Graphical Model Relating Features, Objects, and Scenes.
NIPS
Kevin P. Murphy, Antonio Torralba, William T. Freeman
2002 J jnl
Depth Estimation from Image Structure.
IEEE Trans. Pattern Anal. Mach. Intell.
Antonio Torralba, Aude Oliva
2002 — conf
Scene-Centered Description from Spatial Envelope Properties.
Biologically Motivated Computer Vision
Aude Oliva, Antonio Torralba
2002 — conf
Shape Recipes: Scene Representations that Refer to the Image.
NIPS
William T. Freeman, Antonio Torralba
2001 — conf
Contextual Modulation of Target Saliency.
NIPS
Antonio Torralba
2001 J jnl
Modeling the Shape of the Scene: A Holistic Representation of the Spatial Envelope.
Int. J. Comput. Vis.
Aude Oliva, Antonio Torralba
2001 A* conf
Statistical Context Priming for Object Detection.
ICCV
Antonio Torralba, Pawan Sinha
1999 A* conf
Semantic Organization of Scenes using Discriminant Structural Templates.
ICCV
Antonio Torralba, Aude Oliva