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PreViTS: Contrastive Pretraining with Video Tracking Supervision


Dec 01, 2021
Brian Chen, Ramprasaath R. Selvaraju, Shih-Fu Chang, Juan Carlos Niebles, Nikhil Naik


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Towards Open Vocabulary Object Detection without Human-provided Bounding Boxes


Nov 18, 2021
Mingfei Gao, Chen Xing, Juan Carlos Niebles, Junnan Li, Ran Xu, Wenhao Liu, Caiming Xiong


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On the Opportunities and Risks of Foundation Models


Aug 18, 2021
Rishi Bommasani, Drew A. Hudson, Ehsan Adeli, Russ Altman, Simran Arora, Sydney von Arx, Michael S. Bernstein, Jeannette Bohg, Antoine Bosselut, Emma Brunskill, Erik Brynjolfsson, Shyamal Buch, Dallas Card, Rodrigo Castellon, Niladri Chatterji, Annie Chen, Kathleen Creel, Jared Quincy Davis, Dora Demszky, Chris Donahue, Moussa Doumbouya, Esin Durmus, Stefano Ermon, John Etchemendy, Kawin Ethayarajh, Li Fei-Fei, Chelsea Finn, Trevor Gale, Lauren Gillespie, Karan Goel, Noah Goodman, Shelby Grossman, Neel Guha, Tatsunori Hashimoto, Peter Henderson, John Hewitt, Daniel E. Ho, Jenny Hong, Kyle Hsu, Jing Huang, Thomas Icard, Saahil Jain, Dan Jurafsky, Pratyusha Kalluri, Siddharth Karamcheti, Geoff Keeling, Fereshte Khani, Omar Khattab, Pang Wei Kohd, Mark Krass, Ranjay Krishna, Rohith Kuditipudi, Ananya Kumar, Faisal Ladhak, Mina Lee, Tony Lee, Jure Leskovec, Isabelle Levent, Xiang Lisa Li, Xuechen Li, Tengyu Ma, Ali Malik, Christopher D. Manning, Suvir Mirchandani, Eric Mitchell, Zanele Munyikwa, Suraj Nair, Avanika Narayan, Deepak Narayanan, Ben Newman, Allen Nie, Juan Carlos Niebles, Hamed Nilforoshan, Julian Nyarko, Giray Ogut, Laurel Orr, Isabel Papadimitriou, Joon Sung Park, Chris Piech, Eva Portelance, Christopher Potts, Aditi Raghunathan, Rob Reich, Hongyu Ren, Frieda Rong, Yusuf Roohani, Camilo Ruiz, Jack Ryan, Christopher Ré, Dorsa Sadigh, Shiori Sagawa, Keshav Santhanam, Andy Shih, Krishnan Srinivasan, Alex Tamkin, Rohan Taori, Armin W. Thomas, Florian Tramèr, Rose E. Wang, William Wang, Bohan Wu, Jiajun Wu, Yuhuai Wu, Sang Michael Xie, Michihiro Yasunaga, Jiaxuan You, Matei Zaharia, Michael Zhang, Tianyi Zhang, Xikun Zhang, Yuhui Zhang, Lucia Zheng, Kaitlyn Zhou, Percy Liang

* Authored by the Center for Research on Foundation Models (CRFM) at the Stanford Institute for Human-Centered Artificial Intelligence (HAI) 

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TNT: Text-Conditioned Network with Transductive Inference for Few-Shot Video Classification


Jun 21, 2021
Andrés Villa, Juan-Manuel Perez-Rua, Vladimir Araujo, Juan Carlos Niebles, Victor Escorcia, Alvaro Soto

* 10 pages including references, 7 figures, and 4 tables 

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Home Action Genome: Cooperative Compositional Action Understanding


May 11, 2021
Nishant Rai, Haofeng Chen, Jingwei Ji, Rishi Desai, Kazuki Kozuka, Shun Ishizaka, Ehsan Adeli, Juan Carlos Niebles

* CVPR '21 

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Metadata Normalization


May 05, 2021
Mandy Lu, Qingyu Zhao, Jiequan Zhang, Kilian M. Pohl, Li Fei-Fei, Juan Carlos Niebles, Ehsan Adeli

* Accepted to CVPR 2021. Project page: https://mml.stanford.edu/MDN/ 

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CoCon: Cooperative-Contrastive Learning


Apr 30, 2021
Nishant Rai, Ehsan Adeli, Kuan-Hui Lee, Adrien Gaidon, Juan Carlos Niebles


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TRiPOD: Human Trajectory and Pose Dynamics Forecasting in the Wild


Apr 08, 2021
Vida Adeli, Mahsa Ehsanpour, Ian Reid, Juan Carlos Niebles, Silvio Savarese, Ehsan Adeli, Hamid Rezatofighi


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The AI Index 2021 Annual Report


Mar 09, 2021
Daniel Zhang, Saurabh Mishra, Erik Brynjolfsson, John Etchemendy, Deep Ganguli, Barbara Grosz, Terah Lyons, James Manyika, Juan Carlos Niebles, Michael Sellitto, Yoav Shoham, Jack Clark, Raymond Perrault


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Vision-based Estimation of MDS-UPDRS Gait Scores for Assessing Parkinson's Disease Motor Severity


Jul 17, 2020
Mandy Lu, Kathleen Poston, Adolf Pfefferbaum, Edith V. Sullivan, Li Fei-Fei, Kilian M. Pohl, Juan Carlos Niebles, Ehsan Adeli

* Accepted as a conference paper at MICCAI (Medical Image Computing and Computer Assisted Intervention), Lima, Peru, October 2020. 11 pages, LaTeX 

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Socially and Contextually Aware Human Motion and Pose Forecasting


Jul 14, 2020
Vida Adeli, Ehsan Adeli, Ian Reid, Juan Carlos Niebles, Hamid Rezatofighi

* Accepted in RA-L and IROS 

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Spatio-Temporal Graph for Video Captioning with Knowledge Distillation


Mar 31, 2020
Boxiao Pan, Haoye Cai, De-An Huang, Kuan-Hui Lee, Adrien Gaidon, Ehsan Adeli, Juan Carlos Niebles

* CVPR 2020 

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Spatiotemporal Relationship Reasoning for Pedestrian Intent Prediction


Feb 20, 2020
Bingbin Liu, Ehsan Adeli, Zhangjie Cao, Kuan-Hui Lee, Abhijeet Shenoi, Adrien Gaidon, Juan Carlos Niebles

* Accepted at ICRA 2020 and IEEE Robotics and Automation Letters 

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Adversarial Cross-Domain Action Recognition with Co-Attention


Dec 22, 2019
Boxiao Pan, Zhangjie Cao, Ehsan Adeli, Juan Carlos Niebles

* AAAI 2020 

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Action Genome: Actions as Composition of Spatio-temporal Scene Graphs


Dec 15, 2019
Jingwei Ji, Ranjay Krishna, Li Fei-Fei, Juan Carlos Niebles


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Motion Reasoning for Goal-Based Imitation Learning


Nov 13, 2019
De-An Huang, Yu-Wei Chao, Chris Paxton, Xinke Deng, Li Fei-Fei, Juan Carlos Niebles, Animesh Garg, Dieter Fox


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Disentangling Human Dynamics for Pedestrian Locomotion Forecasting with Noisy Supervision


Nov 04, 2019
Karttikeya Mangalam, Ehsan Adeli, Kuan-Hui Lee, Adrien Gaidon, Juan Carlos Niebles

* Accepted to WACV 2020 

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Bias-Resilient Neural Network


Oct 08, 2019
Ehsan Adeli, Qingyu Zhao, Adolf Pfefferbaum, Edith V. Sullivan, Li Fei-Fei, Juan Carlos Niebles, Kilian M. Pohl


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Learning Temporal Action Proposals With Fewer Labels


Oct 03, 2019
Jingwei Ji, Kaidi Cao, Juan Carlos Niebles


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Imitation Learning for Human Pose Prediction


Sep 08, 2019
Borui Wang, Ehsan Adeli, Hsu-kuang Chiu, De-An Huang, Juan Carlos Niebles

* 10 pages, 7 figures, accepted to ICCV 2019 

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Continuous Relaxation of Symbolic Planner for One-Shot Imitation Learning


Aug 16, 2019
De-An Huang, Danfei Xu, Yuke Zhu, Animesh Garg, Silvio Savarese, Li Fei-Fei, Juan Carlos Niebles

* IROS 2019 

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Procedure Planning in Instructional Videos


Jul 02, 2019
Chien-Yi Chang, De-An Huang, Danfei Xu, Ehsan Adeli, Li Fei-Fei, Juan Carlos Niebles

* 10 pages, 4 figures 

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Few-Shot Video Classification via Temporal Alignment


Jun 27, 2019
Kaidi Cao, Jingwei Ji, Zhangjie Cao, Chien-Yi Chang, Juan Carlos Niebles


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Segmenting the Future


Apr 24, 2019
Hsu-kuang Chiu, Ehsan Adeli, Juan Carlos Niebles


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Peeking into the Future: Predicting Future Person Activities and Locations in Videos


Mar 25, 2019
Junwei Liang, Lu Jiang, Juan Carlos Niebles, Alexander Hauptmann, Li Fei-Fei


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Neural Task Graphs: Generalizing to Unseen Tasks from a Single Video Demonstration


Mar 06, 2019
De-An Huang, Suraj Nair, Danfei Xu, Yuke Zhu, Animesh Garg, Li Fei-Fei, Silvio Savarese, Juan Carlos Niebles

* CVPR 2019 

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D${}^3$TW: Discriminative Differentiable Dynamic Time Warping for Weakly Supervised Action Alignment and Segmentation


Jan 09, 2019
Chien-Yi Chang, De-An Huang, Yanan Sui, Li Fei-Fei, Juan Carlos Niebles

* 10 pages, 8 figures 

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