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Beyond Short Clips: End-to-End Video-Level Learning with Collaborative Memories


Apr 02, 2021
Xitong Yang, Haoqi Fan, Lorenzo Torresani, Larry Davis, Heng Wang

* CVPR 2021 

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GTA: Global Temporal Attention for Video Action Understanding


Dec 15, 2020
Bo He, Xitong Yang, Zuxuan Wu, Hao Chen, Ser-Nam Lim, Abhinav Shrivastava


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Hierarchical Contrastive Motion Learning for Video Action Recognition


Jul 20, 2020
Xitong Yang, Xiaodong Yang, Sifei Liu, Deqing Sun, Larry Davis, Jan Kautz


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A Generic Visualization Approach for Convolutional Neural Networks


Jul 19, 2020
Ahmed Taha, Xitong Yang, Abhinav Shrivastava, Larry Davis

* ECCV'2020 

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Cross-X Learning for Fine-Grained Visual Categorization


Sep 10, 2019
Wei Luo, Xitong Yang, Xianjie Mo, Yuheng Lu, Larry S. Davis, Jun Li, Jian Yang, Ser-Nam Lim

* accepted by ICCV 2019 

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STEP: Spatio-Temporal Progressive Learning for Video Action Detection


Apr 19, 2019
Xitong Yang, Xiaodong Yang, Ming-Yu Liu, Fanyi Xiao, Larry Davis, Jan Kautz

* CVPR 2019 (Oral) 

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Exploring Uncertainty in Conditional Multi-Modal Retrieval Systems


Jan 23, 2019
Ahmed Taha, Yi-Ting Chen, Xitong Yang, Teruhisa Misu, Larry Davis


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An Interactive Greedy Approach to Group Sparsity in High Dimensions


Sep 26, 2018
Wei Qian, Wending Li, Yasuhiro Sogawa, Ryohei Fujimaki, Xitong Yang, Ji Liu


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Two Stream Self-Supervised Learning for Action Recognition


Jun 16, 2018
Ahmed Taha, Moustafa Meshry, Xitong Yang, Yi-Ting Chen, Larry Davis


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The Effectiveness of Instance Normalization: a Strong Baseline for Single Image Dehazing


May 08, 2018
Zheng Xu, Xitong Yang, Xue Li, Xiaoshuai Sun


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Deep Multimodal Representation Learning from Temporal Data


Apr 11, 2017
Xitong Yang, Palghat Ramesh, Radha Chitta, Sriganesh Madhvanath, Edgar A. Bernal, Jiebo Luo

* To appear in CVPR 2017 

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