Publications of Zheng Shou

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Journals

1. Xudong Lin, Zheng Shou, Shih-Fu Chang. LPAT: Learning to Predict Adaptive Threshold for Weakly-supervised Temporal Action Localization. arXiv preprint arXiv:1910.11285, 2019.
2. Jiawei Ma, Zheng Shou, Alireza Zareian, Hassan Mansour, Anthony Vetro, Shih-Fu Chang. CDSA: Cross-Dimensional Self-Attention for Multivariate, Geo-tagged Time Series Imputation. arXiv preprint arXiv:1905.09904, 2019.

Conferences

1. Zheng Shou, Xudong Lin, Yannis Kalantidis, Laura Sevilla-Lara, Marcus Rohrbach, Shih-Fu Chang, Zhicheng Yan. Dmc-net: Generating discriminative motion cues for fast compressed video action recognition. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, Pages 1268-1277, 2019.
2. Hang Gao, Zheng Shou, Alireza Zareian, Hanwang Zhang, Shih-Fu Chang. Low-shot Learning via Covariance-Preserving Adversarial Augmentation Networks. In Advances in Neural Information Processing Systems (NIPS), 2018.
3. Zheng Shou, Junting Pan, Jonathan Chan, Kazuyuki Miyazawa, Hassan Mansour, Anthony Vetro, Xavier Giro-i-Nieto, Shih-Fu Chang. Online Detection of Action Start in Untrimmed, Streaming Videos. In ECCV, 2018.
4. Zheng Shou, Hang Gao, Lei Zhang, Kazuyuki Miyazawa, Shih-Fu Chang. AutoLoc: Weakly-supervised Temporal Action Localization in Untrimmed Videos. In ECCV, 2018.
5. Zheng Shou, Jonathan Chan, Alireza Zareian, Kazuyuki Miyazawa, Shih-Fu Chang. CDC: Convolutional-De-Convolutional Networks for Precise Temporal Action Localization in Untrimmed Videos. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017.
6. Zheng Shou, Dongang Wang, Shih-Fu Chang. Temporal Action Localization in Untrimmed Videos via Multi-stage CNNs. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016.

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