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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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Multi-Modality Cut and Paste for 3D Object Detection


Dec 23, 2020
Wenwei Zhang, Zhe Wang, Chen Change Loy

* Technical Report 

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Cross-Layer Distillation with Semantic Calibration


Dec 06, 2020
Defang Chen, Jian-Ping Mei, Yuan Zhang, Can Wang, Zhe Wang, Yan Feng, Chun Chen

* AAAI-2021 

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A Multi-intersection Vehicular Cooperative Control based on End-Edge-Cloud Computing


Dec 01, 2020
Mingzhi Jiang, Tianhao Wu, Zhe Wang, Yi Gong, Lin Zhang, Ren Ping Liu


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Temporal-Channel Transformer for 3D Lidar-Based Video Object Detection in Autonomous Driving


Nov 27, 2020
Zhenxun Yuan, Xiao Song, Lei Bai, Wengang Zhou, Zhe Wang, Wanli Ouyang


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FLAVA: Find, Localize, Adjust and Verify to Annotate LiDAR-Based Point Clouds


Nov 20, 2020
Tai Wang, Conghui He, Zhe Wang, Jianping Shi, Dahua Lin

* Full technical report for the UIST 2020 Poster version 

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Game Plan: What AI can do for Football, and What Football can do for AI


Nov 18, 2020
Karl Tuyls, Shayegan Omidshafiei, Paul Muller, Zhe Wang, Jerome Connor, Daniel Hennes, Ian Graham, William Spearman, Tim Waskett, Dafydd Steele, Pauline Luc, Adria Recasens, Alexandre Galashov, Gregory Thornton, Romuald Elie, Pablo Sprechmann, Pol Moreno, Kris Cao, Marta Garnelo, Praneet Dutta, Michal Valko, Nicolas Heess, Alex Bridgland, Julien Perolat, Bart De Vylder, Ali Eslami, Mark Rowland, Andrew Jaegle, Remi Munos, Trevor Back, Razia Ahamed, Simon Bouton, Nathalie Beauguerlange, Jackson Broshear, Thore Graepel, Demis Hassabis


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Learning Time Reduction Using Warm Start Methods for a Reinforcement Learning Based Supervisory Control in Hybrid Electric Vehicle Applications


Oct 27, 2020
Bin Xu, Jun Hou, Junzhe Shi, Huayi Li, Dhruvang Rathod, Zhe Wang, Zoran Filipi


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Energy Consumption and Battery Aging Minimization Using a Q-learning Strategy for a Battery/Ultracapacitor Electric Vehicle


Oct 27, 2020
Bin Xu, Junzhe Shi, Sixu Li, Huayi Li, Zhe Wang


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The Detection of Thoracic Abnormalities ChestX-Det10 Challenge Results


Oct 22, 2020
Jie Lian, Jingyu Liu, Yizhou Yu, Mengyuan Ding, Yaoci Lu, Yi Lu, Jie Cai, Deshou Lin, Miao Zhang, Zhe Wang, Kai He, Yijie Yu


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