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We Have So Much In Common: Modeling Semantic Relational Set Abstractions in Videos

Aug 12, 2020
Alex Andonian, Camilo Fosco, Mathew Monfort, Allen Lee, Rogerio Feris, Carl Vondrick, Aude Oliva

* European Conference on Computer Vision (ECCV) 2020, accepted 

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Multi-Moments in Time: Learning and Interpreting Models for Multi-Action Video Understanding

Nov 04, 2019
Mathew Monfort, Kandan Ramakrishnan, Alex Andonian, Barry A McNamara, Alex Lascelles, Bowen Pan, Quanfu Fan, Dan Gutfreund, Rogerio Feris, Aude Oliva


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Reasoning About Human-Object Interactions Through Dual Attention Networks

Sep 10, 2019
Tete Xiao, Quanfu Fan, Dan Gutfreund, Mathew Monfort, Aude Oliva, Bolei Zhou

* ICCV 2019 

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Multi-Agent Tensor Fusion for Contextual Trajectory Prediction

Apr 09, 2019
Tianyang Zhao, Yifei Xu, Mathew Monfort, Wongun Choi, Chris Baker, Yibiao Zhao, Yizhou Wang, Ying Nian Wu


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Moments in Time Dataset: one million videos for event understanding

Jan 09, 2018
Mathew Monfort, Bolei Zhou, Sarah Adel Bargal, Alex Andonian, Tom Yan, Kandan Ramakrishnan, Lisa Brown, Quanfu Fan, Dan Gutfruend, Carl Vondrick, Aude Oliva


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End to End Learning for Self-Driving Cars

Apr 25, 2016
Mariusz Bojarski, Davide Del Testa, Daniel Dworakowski, Bernhard Firner, Beat Flepp, Prasoon Goyal, Lawrence D. Jackel, Mathew Monfort, Urs Muller, Jiakai Zhang, Xin Zhang, Jake Zhao, Karol Zieba


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