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Searching for Two-Stream Models in Multivariate Space for Video Recognition


Aug 30, 2021
Xinyu Gong, Heng Wang, Zheng Shou, Matt Feiszli, Zhangyang Wang, Zhicheng Yan

* Accepted by ICCV 2021 

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Actor-Context-Actor Relation Network for Spatio-Temporal Action Localization


Jul 15, 2020
Junting Pan, Siyu Chen, Zheng Shou, Jing Shao, Hongsheng Li

* 1st place solution in ActivityNet Challenge 2020 -- AVA-Kinetics Task 

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SF-Net: Single-Frame Supervision for Temporal Action Localization


Mar 20, 2020
Fan Ma, Linchao Zhu, Yi Yang, Shengxin Zha, Gourab Kundu, Matt Feiszli, Zheng Shou


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LPAT: Learning to Predict Adaptive Threshold for Weakly-supervised Temporal Action Localization


Oct 25, 2019
Xudong Lin, Zheng Shou, Shih-Fu Chang

* Work in progress 

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CDSA: Cross-Dimensional Self-Attention for Multivariate, Geo-tagged Time Series Imputation


May 23, 2019
Jiawei Ma, Zheng Shou, Alireza Zareian, Hassan Mansour, Anthony Vetro, Shih-Fu Chang


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DMC-Net: Generating Discriminative Motion Cues for Fast Compressed Video Action Recognition


Jan 11, 2019
Zheng Shou, Zhicheng Yan, Yannis Kalantidis, Laura Sevilla-Lara, Marcus Rohrbach, Xudong Lin, Shih-Fu Chang


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Low-shot Learning via Covariance-Preserving Adversarial Augmentation Networks


Oct 30, 2018
Hang Gao, Zheng Shou, Alireza Zareian, Hanwang Zhang, Shih-Fu Chang


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Temporal Convolution Based Action Proposal: Submission to ActivityNet 2017


Sep 26, 2018
Tianwei Lin, Xu Zhao, Zheng Shou

* 4 pages, Presented at ActivityNet Large Scale Activity Recognition Challenge workshop at CVPR 2017 

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Online Detection of Action Start in Untrimmed, Streaming Videos


Jul 23, 2018
Zheng Shou, Junting Pan, Jonathan Chan, Kazuyuki Miyazawa, Hassan Mansour, Anthony Vetro, Xavier Giro-i-Nieto, Shih-Fu Chang

* Accepted by ECCV'18 

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AutoLoc: Weakly-supervised Temporal Action Localization


Jul 22, 2018
Zheng Shou, Hang Gao, Lei Zhang, Kazuyuki Miyazawa, Shih-Fu Chang

* Accepted by ECCV'18 

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Single Shot Temporal Action Detection


Oct 17, 2017
Tianwei Lin, Xu Zhao, Zheng Shou

* ACM Multimedia 2017 

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ConvNet Architecture Search for Spatiotemporal Feature Learning


Aug 16, 2017
Du Tran, Jamie Ray, Zheng Shou, Shih-Fu Chang, Manohar Paluri


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CDC: Convolutional-De-Convolutional Networks for Precise Temporal Action Localization in Untrimmed Videos


Jun 13, 2017
Zheng Shou, Jonathan Chan, Alireza Zareian, Kazuyuki Miyazawa, Shih-Fu Chang

* IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017 

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EventNet Version 1.1 Technical Report


Sep 11, 2016
Dongang Wang, Zheng Shou, Hongyi Liu, Shih-Fu Chang


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Temporal Action Localization in Untrimmed Videos via Multi-stage CNNs


Apr 21, 2016
Zheng Shou, Dongang Wang, Shih-Fu Chang

* IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016 

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