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Online Adversarial Distillation for Graph Neural Networks


Dec 28, 2021
Can Wang, Zhe Wang, Defang Chen, Sheng Zhou, Yan Feng, Chun Chen


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AdaStereo: An Efficient Domain-Adaptive Stereo Matching Approach


Dec 09, 2021
Xiao Song, Guorun Yang, Xinge Zhu, Hui Zhou, Yuexin Ma, Zhe Wang, Jianping Shi

* To be published in International Journal of Computer Vision (IJCV) 

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TransFusion: Cross-view Fusion with Transformer for 3D Human Pose Estimation


Oct 29, 2021
Haoyu Ma, Liangjian Chen, Deying Kong, Zhe Wang, Xingwei Liu, Hao Tang, Xiangyi Yan, Yusheng Xie, Shih-Yao Lin, Xiaohui Xie

* BMVC 2021. Code is available at: https://github.com/HowieMa/TransFusion-Pose 

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Uplink Performance of Cell-Free Massive MIMO Over Spatially Correlated Rician Fading Channels


Oct 12, 2021
Zhe Wang, Jiayi Zhang, Emil Björnson, Bo Ai

* IEEE Communications Letters, vol. 25, no. 4, pp. 1348-1352, April 2021 
* 5 pages, 3 figures, to appear in IEEE Communications Letters 

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Uplink Performance of Cell-Free Massive MIMO with Multi-Antenna Users Over Jointly-Correlated Rayleigh Fading Channels


Oct 11, 2021
Zhe Wang, Jiayi Zhang, Bo Ai, Chau Yuen, Mérouane Debbah

* 30 pages, 9 figures 

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ST-MAML: A Stochastic-Task based Method for Task-Heterogeneous Meta-Learning


Sep 27, 2021
Zhe Wang, Jake Grigsby, Arshdeep Sekhon, Yanjun Qi


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Long-Range Transformers for Dynamic Spatiotemporal Forecasting


Sep 24, 2021
Jake Grigsby, Zhe Wang, Yanjun Qi


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Learning Dynamical Human-Joint Affinity for 3D Pose Estimation in Videos


Sep 15, 2021
Junhao Zhang, Yali Wang, Zhipeng Zhou, Tianyu Luan, Zhe Wang, Yu Qiao

* Accepted by IEEE Transactions on Image Processing 

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Enhanced Seq2Seq Autoencoder via Contrastive Learning for Abstractive Text Summarization


Aug 26, 2021
Chujie Zheng, Kunpeng Zhang, Harry Jiannan Wang, Ling Fan, Zhe Wang


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POSO: Personalized Cold Start Modules for Large-scale Recommender Systems


Aug 24, 2021
Shangfeng Dai, Haobin Lin, Zhichen Zhao, Jianying Lin, Honghuan Wu, Zhe Wang, Sen Yang, Ji Liu


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ST3D++: Denoised Self-training for Unsupervised Domain Adaptation on 3D Object Detection


Aug 15, 2021
Jihan Yang, Shaoshuai Shi, Zhe Wang, Hongsheng Li, Xiaojuan Qi


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A Credibility-aware Swarm-Federated Deep Learning Framework in Internet of Vehicles


Aug 09, 2021
Zhe Wang, Xinhang Li, Tianhao Wu, Chen Xu, Lin Zhang


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Reconstructing a dynamical system and forecasting time series by self-consistent deep learning


Aug 04, 2021
Zhe Wang, Claude Guet


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Time-series Imputation of Temporally-occluded Multiagent Trajectories


Jun 08, 2021
Shayegan Omidshafiei, Daniel Hennes, Marta Garnelo, Eugene Tarassov, Zhe Wang, Romuald Elie, Jerome T. Connor, Paul Muller, Ian Graham, William Spearman, Karl Tuyls


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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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From Motor Control to Team Play in Simulated Humanoid Football


May 25, 2021
Siqi Liu, Guy Lever, Zhe Wang, Josh Merel, S. M. Ali Eslami, Daniel Hennes, Wojciech M. Czarnecki, Yuval Tassa, Shayegan Omidshafiei, Abbas Abdolmaleki, Noah Y. Siegel, Leonard Hasenclever, Luke Marris, Saran Tunyasuvunakool, H. Francis Song, Markus Wulfmeier, Paul Muller, Tuomas Haarnoja, Brendan D. Tracey, Karl Tuyls, Thore Graepel, Nicolas Heess


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Deep learning in physics: a study of dielectric quasi-cubic particles in a uniform electric field


May 11, 2021
Zhe Wang, Claude Guet


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ST3D: Self-training for Unsupervised Domain Adaptation on 3D Object Detection


Mar 27, 2021
Jihan Yang, Shaoshuai Shi, Zhe Wang, Hongsheng Li, Xiaojuan Qi

* CVPR2021 

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Learning Versatile Neural Architectures by Propagating Network Codes


Mar 24, 2021
Mingyu Ding, Yuqi Huo, Haoyu Lu, Linjie Yang, Zhe Wang, Zhiwu Lu, Jingdong Wang, Ping Luo


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PC-HMR: Pose Calibration for 3D Human Mesh Recovery from 2D Images/Videos


Mar 18, 2021
Tianyu Luan, Yali Wang, Junhao Zhang, Zhe Wang, Zhipeng Zhou, Yu Qiao

* 9 pages, 7 figures. AAAI2021 

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ST3D: Self-training for Unsupervised Domain Adaptation on 3D ObjectDetection


Mar 09, 2021
Jihan Yang, Shaoshuai Shi, Zhe Wang, Hongsheng Li, Xiaojuan Qi

* To be appear in CVPR2021 

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Relate and Predict: Structure-Aware Prediction with Jointly Optimized Neural DAG


Mar 03, 2021
Arshdeep Sekhon, Zhe Wang, Yanjun Qi

* 8 pages, 6 figures, version appeared in ICML Workshop 2020 Graph Representation Learning and Beyond (GRL+) 

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Network Pruning via Resource Reallocation


Mar 02, 2021
Yuenan Hou, Zheng Ma, Chunxiao Liu, Zhe Wang, Chen Change Loy

* 12 pages, 11 figures, 7 tables 

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FFConv: Fast Factorized Neural Network Inference on Encrypted Data


Feb 06, 2021
Yuxiao Lu, Jie Lin, Chao Jin, Zhe Wang, Khin Mi Mi Aung, Xiaoli Li

* 9 pages, 4 figures 

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PV-RCNN++: Point-Voxel Feature Set Abstraction With Local Vector Representation for 3D Object Detection


Jan 31, 2021
Shaoshuai Shi, Li Jiang, Jiajun Deng, Zhe Wang, Chaoxu Guo, Jianping Shi, Xiaogang Wang, Hongsheng Li

* Code will be available at https://github.com/open-mmlab/OpenPCDet. arXiv admin note: text overlap with arXiv:1912.13192 

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Towards Reducing Severe Defocus Spread Effects for Multi-Focus Image Fusion via an Optimization Based Strategy


Dec 29, 2020
Shuang Xu, Lizhen Ji, Zhe Wang, Pengfei Li, Kai Sun, Chunxia Zhang, Jiangshe Zhang

* IEEE Transactions on Computational Imaging, vol. 6, pp. 1561-1570, 2020 

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