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Dual Contrastive Learning for Spatio-temporal Representation


Jul 12, 2022
Shuangrui Ding , Rui Qian , Hongkai Xiong

* ACM MM 2022 camera ready 

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Masked Autoencoders are Robust Data Augmentors


Jun 10, 2022
Haohang Xu , Shuangrui Ding , Xiaopeng Zhang , Hongkai Xiong , Qi Tian


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Optimization-based Block Coordinate Gradient Coding for Mitigating Partial Stragglers in Distributed Learning


Jun 06, 2022
Qi Wang , Ying Cui , Chenglin Li , Junni Zou , Hongkai Xiong

* 16 pages, 7 figures, submitted to IEEE Trans. Signal Process. arXiv admin note: text overlap with arXiv:2109.08933 

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Hierarchical Spherical CNNs with Lifting-based Adaptive Wavelets for Pooling and Unpooling


May 31, 2022
Mingxing Xu , Chenglin Li , Wenrui Dai , Siheng Chen , Junni Zou , Pascal Frossard , Hongkai Xiong


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Hybrid ISTA: Unfolding ISTA With Convergence Guarantees Using Free-Form Deep Neural Networks


May 05, 2022
Ziyang Zheng , Wenrui Dai , Duoduo Xue , Chenglin Li , Junni Zou , Hongkai Xiong

* 109 pages, 16 figures; this is a draft and the final version has been accepted by TPAMI (DOI: 10.1109/TPAMI.2022.3172214) 

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LiftPool: Lifting-based Graph Pooling for Hierarchical Graph Representation Learning


Apr 27, 2022
Mingxing Xu , Wenrui Dai , Chenglin Li , Junni Zou , Hongkai Xiong


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All-optical graph representation learning using integrated diffractive photonic computing units


Apr 23, 2022
Tao Yan , Rui Yang , Ziyang Zheng , Xing Lin , Hongkai Xiong , Qionghai Dai

* 25 pages, 5 figures 

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Hierarchical Graph Networks for 3D Human Pose Estimation


Nov 23, 2021
Han Li , Bowen Shi , Wenrui Dai , Yabo Chen , Botao Wang , Yu Sun , Min Guo , Chenlin Li , Junni Zou , Hongkai Xiong

* accepted by BMVC 2021 

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Spectral Graph Convolutional Networks With Lifting-based Adaptive Graph Wavelets


Aug 04, 2021
Mingxing Xu , Wenrui Dai , Chenglin Li , Junni Zou , Hongkai Xiong , Pascal Frossard


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