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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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