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PeCo: Perceptual Codebook for BERT Pre-training of Vision Transformers


Nov 24, 2021
Xiaoyi Dong, Jianmin Bao, Ting Zhang, Dongdong Chen, Weiming Zhang, Lu Yuan, Dong Chen, Fang Wen, Nenghai Yu


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Multi-agent Reinforcement Learning for Cooperative Lane Changing of Connected and Autonomous Vehicles in Mixed Traffic


Nov 11, 2021
Wei Zhou, Dong Chen, Jun Yan, Zhaojian Li, Huilin Yin, Wanchen Ge


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Offline Reinforcement Learning for Autonomous Driving with Safety and Exploration Enhancement


Nov 02, 2021
Tianyu Shi, Dong Chen, Kaian Chen, Zhaojian Li

* Machine Learning for Autonomous Driving Workshop on NeurIPS 2021 

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Performance Evaluation of Deep Transfer Learning on Multiclass Identification of Common Weed Species in Cotton Production Systems


Oct 11, 2021
Dong Chen, Yuzhen Lu, Zhaojiang Li, Sierra Young

* 15 pages, 8 figures, 3 tables 

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Proteome-informed machine learning studies of cocaine addiction


Sep 17, 2021
Kaifu Gao, Dong Chen, Alfred J Robison, Guo-Wei Wei


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Exploring Temporal Coherence for More General Video Face Forgery Detection


Aug 15, 2021
Yinglin Zheng, Jianmin Bao, Dong Chen, Ming Zeng, Fang Wen

* Accepted by ICCV 2021 

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Dual Path Learning for Domain Adaptation of Semantic Segmentation


Aug 13, 2021
Yiting Cheng, Fangyun Wei, Jianmin Bao, Dong Chen, Fang Wen, Wenqiang Zhang

* Accepted by ICCV 2021 

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Instance-wise Hard Negative Example Generation for Contrastive Learning in Unpaired Image-to-Image Translation


Aug 11, 2021
Weilun Wang, Wengang Zhou, Jianmin Bao, Dong Chen, Houqiang Li

* Accepted by ICCV 2021 

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CSWin Transformer: A General Vision Transformer Backbone with Cross-Shaped Windows


Jul 15, 2021
Xiaoyi Dong, Jianmin Bao, Dongdong Chen, Weiming Zhang, Nenghai Yu, Lu Yuan, Dong Chen, Baining Guo

* The code repo is available at https://github.com/microsoft/CSWin-Transformer, SOTA performance on ADE20k Segmentation benchmark is updated 

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Reinforcement Learning based Negotiation-aware Motion Planning of Autonomous Vehicles


Jul 08, 2021
Zhitao Wang, Yuzheng Zhuang, Qiang Gu, Dong Chen, Hongbo Zhang, Wulong Liu


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Robust Mutual Learning for Semi-supervised Semantic Segmentation


Jun 01, 2021
Pan Zhang, Bo Zhang, Ting Zhang, Dong Chen, Fang Wen


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High-Fidelity and Arbitrary Face Editing


Mar 29, 2021
Yue Gao, Fangyun Wei, Jianmin Bao, Shuyang Gu, Dong Chen, Fang Wen, Zhouhui Lian

* CVPR 2021 

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Style-based Point Generator with Adversarial Rendering for Point Cloud Completion


Mar 26, 2021
Chulin Xie, Chuxin Wang, Bo Zhang, Hao Yang, Dong Chen, Fang Wen

* CVPR 2021 

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Control Distance IoU and Control Distance IoU Loss Function for Better Bounding Box Regression


Mar 22, 2021
Dong Chen, Duoqian Miao


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Prototypical Pseudo Label Denoising and Target Structure Learning for Domain Adaptive Semantic Segmentation


Jan 28, 2021
Pan Zhang, Bo Zhang, Ting Zhang, Dong Chen, Yong Wang, Fang Wen


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A Versatile Keyframe-Based Structureless Filter for Visual Inertial Odometry


Jan 02, 2021
Jianzhu Huai, Yukai Lin, Charles Toth, Yuan Zhuang, Dong Chen

* 18 pages, 5 figures, 13 tables 

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Identity-Driven DeepFake Detection


Dec 07, 2020
Xiaoyi Dong, Jianmin Bao, Dongdong Chen, Weiming Zhang, Nenghai Yu, Dong Chen, Fang Wen, Baining Guo


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Unsupervised Pre-training for Person Re-identification


Dec 07, 2020
Dengpan Fu, Dongdong Chen, Jianmin Bao, Hao Yang, Lu Yuan, Lei Zhang, Houqiang Li, Dong Chen

* 12 pages including supplementary 

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Full-Resolution Correspondence Learning for Image Translation


Dec 03, 2020
Xingran Zhou, Bo Zhang, Ting Zhang, Pan Zhang, Jianmin Bao, Dong Chen, Zhongfei Zhang, Fang Wen

* 24 pages, 21 figures 

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Learnable Sampling 3D Convolution for Video Enhancement and Action Recognition


Nov 22, 2020
Shuyang Gu, Jianmin Bao, Dong Chen


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SMARTS: Scalable Multi-Agent Reinforcement Learning Training School for Autonomous Driving


Nov 01, 2020
Ming Zhou, Jun Luo, Julian Villella, Yaodong Yang, David Rusu, Jiayu Miao, Weinan Zhang, Montgomery Alban, Iman Fadakar, Zheng Chen, Aurora Chongxi Huang, Ying Wen, Kimia Hassanzadeh, Daniel Graves, Dong Chen, Zhengbang Zhu, Nhat Nguyen, Mohamed Elsayed, Kun Shao, Sanjeevan Ahilan, Baokuan Zhang, Jiannan Wu, Zhengang Fu, Kasra Rezaee, Peyman Yadmellat, Mohsen Rohani, Nicolas Perez Nieves, Yihan Ni, Seyedershad Banijamali, Alexander Cowen Rivers, Zheng Tian, Daniel Palenicek, Haitham bou Ammar, Hongbo Zhang, Wulong Liu, Jianye Hao, Jun Wang

* 20 pages, 11 figures. Paper accepted to CoRL 2020 

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GreedyFool: Distortion-Aware Sparse Adversarial Attack


Oct 26, 2020
Xiaoyi Dong, Dongdong Chen, Jianmin Bao, Chuan Qin, Lu Yuan, Weiming Zhang, Nenghai Yu, Dong Chen

* To appear in NeurIPS 2020, code: https://github.com/LightDXY/GreedyFool 

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Old Photo Restoration via Deep Latent Space Translation


Sep 14, 2020
Ziyu Wan, Bo Zhang, Dongdong Chen, Pan Zhang, Dong Chen, Jing Liao, Fang Wen

* 15 pages. arXiv admin note: substantial text overlap with arXiv:2004.09484 

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Unified Representation Learning for Cross Model Compatibility


Aug 11, 2020
Chien-Yi Wang, Ya-Liang Chang, Shang-Ta Yang, Dong Chen, Shang-Hong Lai

* To appear in British Machine Vision Conference (BMVC) 2020 

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