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Multi-Object Tracking with Hallucinated and Unlabeled Videos

Aug 19, 2021
Daniel McKee, Bing Shuai, Andrew Berneshawi, Manchen Wang, Davide Modolo, Svetlana Lazebnik, Joseph Tighe

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Video Contrastive Learning with Global Context

Aug 05, 2021
Haofei Kuang, Yi Zhu, Zhi Zhang, Xinyu Li, Joseph Tighe, Sören Schwertfeger, Cyrill Stachniss, Mu Li

* Code is publicly available at: 

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Single View Physical Distance Estimation using Human Pose

Jun 18, 2021
Xiaohan Fei, Henry Wang, Xiangyu Zeng, Lin Lee Cheong, Meng Wang, Joseph Tighe

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MoDist: Motion Distillation for Self-supervised Video Representation Learning

Jun 17, 2021
Fanyi Xiao, Joseph Tighe, Davide Modolo

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Unsupervised Action Segmentation with Self-supervised Feature Learning and Co-occurrence Parsing

Jun 02, 2021
Zhe Wang, Hao Chen, Xinyu Li, Chunhui Liu, Yuanjun Xiong, Joseph Tighe, Charless Fowlkes

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SiamMOT: Siamese Multi-Object Tracking

May 25, 2021
Bing Shuai, Andrew Berneshawi, Xinyu Li, Davide Modolo, Joseph Tighe

* CVPR2021 

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VidTr: Video Transformer Without Convolutions

Apr 23, 2021
Xinyu Li, Yanyi Zhang, Chunhui Liu, Bing Shuai, Yi Zhu, Biagio Brattoli, Hao Chen, Ivan Marsic, Joseph Tighe

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TubeR: Tube-Transformer for Action Detection

Apr 09, 2021
Jiaojiao Zhao, Xinyu Li, Chunhui Liu, Shuai Bing, Hao Chen, Cees G. M. Snoek, Joseph Tighe

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Selective Feature Compression for Efficient Activity Recognition Inference

Apr 01, 2021
Chunhui Liu, Xinyu Li, Hao Chen, Davide Modolo, Joseph Tighe

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NUTA: Non-uniform Temporal Aggregation for Action Recognition

Dec 15, 2020
Xinyu Li, Chunhui Liu, Bing Shuai, Yi Zhu, Hao Chen, Joseph Tighe

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A Comprehensive Study of Deep Video Action Recognition

Dec 11, 2020
Yi Zhu, Xinyu Li, Chunhui Liu, Mohammadreza Zolfaghari, Yuanjun Xiong, Chongruo Wu, Zhi Zhang, Joseph Tighe, R. Manmatha, Mu Li

* Technical report. Code and model zoo can be found at 

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Directional Temporal Modeling for Action Recognition

Jul 21, 2020
Xinyu Li, Bing Shuai, Joseph Tighe

* ECCV 2020 

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Multi-Object Tracking with Siamese Track-RCNN

Apr 16, 2020
Bing Shuai, Andrew G. Berneshawi, Davide Modolo, Joseph Tighe

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Understanding the impact of mistakes on background regions in crowd counting

Mar 30, 2020
Davide Modolo, Bing Shuai, Rahul Rama Varior, Joseph Tighe

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Combining detection and tracking for human pose estimation in videos

Mar 30, 2020
Manchen Wang, Joseph Tighe, Davide Modolo

* Accepted to CVPR 2020 as oral 

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Rethinking Zero-shot Video Classification: End-to-end Training for Realistic Applications

Mar 10, 2020
Biagio Brattoli, Joseph Tighe, Fedor Zhdanov, Pietro Perona, Krzysztof Chalupka

* Accepted for publication at CVPR 2020 

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Action recognition with spatial-temporal discriminative filter banks

Aug 20, 2019
Brais Martinez, Davide Modolo, Yuanjun Xiong, Joseph Tighe

* ICCV 2019 Accepted Paper 

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