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Detecting Twenty-thousand Classes using Image-level Supervision


Jan 10, 2022
Xingyi Zhou, Rohit Girdhar, Armand Joulin, Phillip Krähenbühl, Ishan Misra

* Code is available at https://github.com/facebookresearch/Detic 

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Mask2Former for Video Instance Segmentation


Dec 20, 2021
Bowen Cheng, Anwesa Choudhuri, Ishan Misra, Alexander Kirillov, Rohit Girdhar, Alexander G. Schwing

* Code and models: https://github.com/facebookresearch/Mask2Former 

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Masked-attention Mask Transformer for Universal Image Segmentation


Dec 10, 2021
Bowen Cheng, Ishan Misra, Alexander G. Schwing, Alexander Kirillov, Rohit Girdhar

* Project page/code/models: https://bowenc0221.github.io/mask2former 

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Ego4D: Around the World in 3,000 Hours of Egocentric Video


Oct 13, 2021
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 Gonzalez, James Hillis, Xuhua Huang, Yifei Huang, Wenqi Jia, Weslie Khoo, Jachym Kolar, 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 Somasundaram, Audrey Southerland, Yusuke Sugano, Ruijie Tao, Minh Vo, Yuchen Wang, Xindi Wu, Takuma Yagi, Yunyi Zhu, Pablo Arbelaez, David Crandall, Dima Damen, Giovanni Maria Farinella, Bernard Ghanem, Vamsi Krishna Ithapu, C. V. Jawahar, Hanbyul Joo, Kris Kitani, Haizhou Li, Richard Newcombe, Aude Oliva, Hyun Soo Park, James M. Rehg, Yoichi Sato, Jianbo Shi, Mike Zheng Shou, Antonio Torralba, Lorenzo Torresani, Mingfei Yan, Jitendra Malik


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An End-to-End Transformer Model for 3D Object Detection


Sep 16, 2021
Ishan Misra, Rohit Girdhar, Armand Joulin

* Accepted at ICCV 2021 

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Anticipative Video Transformer


Jun 03, 2021
Rohit Girdhar, Kristen Grauman

* Ranked #1 on CVPR'21 EPIC-Kitchens Action Anticipation challenge leaderboard. Project page: http://facebookresearch.github.io/AVT 

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3D Spatial Recognition without Spatially Labeled 3D


May 13, 2021
Zhongzheng Ren, Ishan Misra, Alexander G. Schwing, Rohit Girdhar

* CVPR 2021 

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Physical Reasoning Using Dynamics-Aware Models


Feb 20, 2021
Eltayeb Ahmed, Anton Bakhtin, Laurens van der Maaten, Rohit Girdhar


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Self-Supervised Pretraining of 3D Features on any Point-Cloud


Jan 07, 2021
Zaiwei Zhang, Rohit Girdhar, Armand Joulin, Ishan Misra


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Forward Prediction for Physical Reasoning


Jun 18, 2020
Rohit Girdhar, Laura Gustafson, Aaron Adcock, Laurens van der Maaten


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Video Understanding as Machine Translation


Jun 12, 2020
Bruno Korbar, Fabio Petroni, Rohit Girdhar, Lorenzo Torresani


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Are we asking the right questions in MovieQA?


Nov 08, 2019
Bhavan Jasani, Rohit Girdhar, Deva Ramanan

* Spotlight presentation at CLVL workshop, ICCV 2019. Project page: https://bhavanj.github.io/MovieQAWithoutMovies/ 

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CATER: A diagnostic dataset for Compositional Actions and TEmporal Reasoning


Oct 10, 2019
Rohit Girdhar, Deva Ramanan

* Webpage: https://rohitgirdhar.github.io/CATER 

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MetaPix: Few-Shot Video Retargeting


Oct 10, 2019
Jessica Lee, Deva Ramanan, Rohit Girdhar

* Short version accepted to NeurIPS'19 MetaLearn Workshop. Webpage: https://imjal.github.io/MetaPix/ 

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DistInit: Learning Video Representations without a Single Labeled Video


Jan 26, 2019
Rohit Girdhar, Du Tran, Lorenzo Torresani, Deva Ramanan


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Video Action Transformer Network


Dec 06, 2018
Rohit Girdhar, João Carreira, Carl Doersch, Andrew Zisserman


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A Better Baseline for AVA


Jul 26, 2018
Rohit Girdhar, João Carreira, Carl Doersch, Andrew Zisserman

* ActivityNet Workshop (AVA Challenge), CVPR 2018 

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Detect-and-Track: Efficient Pose Estimation in Videos


May 02, 2018
Rohit Girdhar, Georgia Gkioxari, Lorenzo Torresani, Manohar Paluri, Du Tran

* In CVPR 2018. Ranked first in ICCV 2017 PoseTrack challenge (keypoint tracking in videos). Code: https://github.com/facebookresearch/DetectAndTrack and webpage: https://rohitgirdhar.github.io/DetectAndTrack/ 

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Binge Watching: Scaling Affordance Learning from Sitcoms


Apr 09, 2018
Xiaolong Wang, Rohit Girdhar, Abhinav Gupta

* CVPR 2017, project page: http://www.cs.cmu.edu/~xiaolonw/affordance.html 

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Attentional Pooling for Action Recognition


Dec 30, 2017
Rohit Girdhar, Deva Ramanan

* In NIPS 2017. Project page: https://rohitgirdhar.github.io/AttentionalPoolingAction/ 

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ActionVLAD: Learning spatio-temporal aggregation for action classification


Apr 10, 2017
Rohit Girdhar, Deva Ramanan, Abhinav Gupta, Josef Sivic, Bryan Russell

* Accepted to CVPR 2017. Project page: https://rohitgirdhar.github.io/ActionVLAD/ 

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Learning a Predictable and Generative Vector Representation for Objects


Aug 31, 2016
Rohit Girdhar, David F. Fouhey, Mikel Rodriguez, Abhinav Gupta

* To appear in ECCV 2016. Project webpage: rohitgirdhar.github.io/GenerativePredictableVoxels/ 

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