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Heterogeneous-Agent Trajectory Forecasting Incorporating Class Uncertainty


Apr 26, 2021
Boris Ivanovic, Kuan-Hui Lee, Pavel Tokmakov, Blake Wulfe, Rowan McAllister, Adrien Gaidon, Marco Pavone

* 17 pages, 12 figures, 5 tables 

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Learning to Track with Object Permanence


Mar 26, 2021
Pavel Tokmakov, Jie Li, Wolfram Burgard, Adrien Gaidon


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Unsupervised Learning of Video Representations via Dense Trajectory Clustering


Jun 28, 2020
Pavel Tokmakov, Martial Hebert, Cordelia Schmid


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TAO: A Large-Scale Benchmark for Tracking Any Object


May 20, 2020
Achal Dave, Tarasha Khurana, Pavel Tokmakov, Cordelia Schmid, Deva Ramanan

* Project page: http://taodataset.org/ 

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Learning Generalizable Representations via Diverse Supervision


Nov 29, 2019
Ziqi Pang, Zhiyuan Hu, Pavel Tokmakov, Yu-Xiong Wang, Martial Hebert


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Learning to Track Any Object


Oct 25, 2019
Achal Dave, Pavel Tokmakov, Cordelia Schmid, Deva Ramanan

* To be presented at the Holistic Video Understanding workshop at ICCV 

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A Study on Action Detection in the Wild


Apr 29, 2019
Yubo Zhang, Pavel Tokmakov, Martial Hebert, Cordelia Schmid


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Towards Segmenting Everything That Moves


Feb 11, 2019
Achal Dave, Pavel Tokmakov, Deva Ramanan


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Learning Compositional Representations for Few-Shot Recognition


Dec 21, 2018
Pavel Tokmakov, Yu-Xiong Wang, Martial Hebert


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A Structured Model For Action Detection


Dec 09, 2018
Yubo Zhang, Pavel Tokmakov, Cordelia Schmid, Martial Hebert


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Learning to Segment Moving Objects


Dec 01, 2017
Pavel Tokmakov, Cordelia Schmid, Karteek Alahari

* arXiv admin note: text overlap with arXiv:1704.05737, arXiv:1612.07217 

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Learning Video Object Segmentation with Visual Memory


Jul 12, 2017
Pavel Tokmakov, Karteek Alahari, Cordelia Schmid


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Weakly-Supervised Semantic Segmentation using Motion Cues


Apr 21, 2017
Pavel Tokmakov, Karteek Alahari, Cordelia Schmid

* Extended version of our ECCV 2016 paper 

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Learning Motion Patterns in Videos


Apr 10, 2017
Pavel Tokmakov, Karteek Alahari, Cordelia Schmid


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Relational Linear Programs


Oct 12, 2014
Kristian Kersting, Martin Mladenov, Pavel Tokmakov


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