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Bolei Zhou

Chinese University of Hong Kong

TS-CAM: Token Semantic Coupled Attention Map for Weakly Supervised Object Localization


Mar 27, 2021
Wei Gao, Fang Wan, Xingjia Pan, Zhiliang Peng, Qi Tian, Zhenjun Han, Bolei Zhou, Qixiang Ye

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* 10 pages, 9 figures. For appendix, 6 pages, 4 figures 
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Multimodal Motion Prediction with Stacked Transformers


Mar 24, 2021
Yicheng Liu, Jinghuai Zhang, Liangji Fang, Qinhong Jiang, Bolei Zhou

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* CVPR2021 
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Unsupervised Image Transformation Learning via Generative Adversarial Networks


Mar 13, 2021
Kaiwen Zha, Yujun Shen, Bolei Zhou

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* 14 pages, 15 figures, 2 tables 
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Deep Learning for Scene Classification: A Survey


Feb 20, 2021
Delu Zeng, Minyu Liao, Mohammad Tavakolian, Yulan Guo, Bolei Zhou, Dewen Hu, Matti Pietikäinen, Li Liu

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Instance Localization for Self-supervised Detection Pretraining


Feb 16, 2021
Ceyuan Yang, Zhirong Wu, Bolei Zhou, Stephen Lin

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* Technical report 
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GAN Inversion: A Survey


Jan 14, 2021
Weihao Xia, Yulun Zhang, Yujiu Yang, Jing-Hao Xue, Bolei Zhou, Ming-Hsuan Yang

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* papers on generative modeling: https://github.com/zhoubolei/awesome-generative-modeling awesome gan-inversion papers: https://github.com/weihaox/awesome-image-translation/blob/master/awesome-gan-inversion.md 
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Improving the Generalization of End-to-End Driving through Procedural Generation


Dec 26, 2020
Quanyi Li, Zhenghao Peng, Qihang Zhang, Cong Qiu, Chunxiao Liu, Bolei Zhou

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* Website: https://decisionforce.github.io/pgdrive 
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Positional Encoding as Spatial Inductive Bias in GANs


Dec 09, 2020
Rui Xu, Xintao Wang, Kai Chen, Bolei Zhou, Chen Change Loy

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* paper with appendix, project page: https://nbei.github.io/gan-pos-encoding.html 
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Improving the Fairness of Deep Generative Models without Retraining


Dec 09, 2020
Shuhan Tan, Yujun Shen, Bolei Zhou

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* 19 pages, 18 figures. Project page: https://genforce.github.io/fairgen/ 
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Texture Memory-Augmented Deep Patch-Based Image Inpainting


Sep 28, 2020
Rui Xu, Minghao Guo, Jiaqi Wang, Xiaoxiao Li, Bolei Zhou, Chen Change Loy

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* Technical Report 
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Understanding the Role of Individual Units in a Deep Neural Network


Sep 12, 2020
David Bau, Jun-Yan Zhu, Hendrik Strobelt, Agata Lapedriza, Bolei Zhou, Antonio Torralba

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* Proceedings of the National Academy of Sciences 2020. Code at https://github.com/davidbau/dissect/ and website at https://dissect.csail.mit.edu/ 
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A Unified Framework for Shot Type Classification Based on Subject Centric Lens


Aug 08, 2020
Anyi Rao, Jiaze Wang, Linning Xu, Xuekun Jiang, Qingqiu Huang, Bolei Zhou, Dahua Lin

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* ECCV2020. Project page: https://anyirao.com/projects/ShotType.html 
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Generative Hierarchical Features from Synthesizing Images


Jul 20, 2020
Yinghao Xu, Yujun Shen, Jiapeng Zhu, Ceyuan Yang, Bolei Zhou

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* 15 pages, 13 figures, 2 tables 
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Closed-Form Factorization of Latent Semantics in GANs


Jul 15, 2020
Yujun Shen, Bolei Zhou

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* 11 pages, 8 figures, 3 tables 
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Unsupervised Landmark Learning from Unpaired Data


Jun 29, 2020
Yinghao Xu, Ceyuan Yang, Ziwei Liu, Bo Dai, Bolei Zhou

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Video Representation Learning with Visual Tempo Consistency


Jun 28, 2020
Ceyuan Yang, Yinghao Xu, Bo Dai, Bolei Zhou

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* Technical report. Models are available at https://github.com/decisionforce/VTHCL 
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Non-local Policy Optimization via Diversity-regularized Collaborative Exploration


Jun 14, 2020
Zhenghao Peng, Hao Sun, Bolei Zhou

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* https://decisionforce.github.io/DiCE/ 
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Zeroth-Order Supervised Policy Improvement


Jun 11, 2020
Hao Sun, Ziping Xu, Yuhang Song, Meng Fang, Jiechao Xiong, Bo Dai, Zhengyou Zhang, Bolei Zhou

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Novel Policy Seeking with Constrained Optimization


May 21, 2020
Hao Sun, Zhenghao Peng, Bo Dai, Jian Guo, Dahua Lin, Bolei Zhou

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InterFaceGAN: Interpreting the Disentangled Face Representation Learned by GANs


May 18, 2020
Yujun Shen, Ceyuan Yang, Xiaoou Tang, Bolei Zhou

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* 18 pages, 18 figures, 5 tables. arXiv admin note: text overlap with arXiv:1907.10786 
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Semantic Photo Manipulation with a Generative Image Prior


May 15, 2020
David Bau, Hendrik Strobelt, William Peebles, Jonas, Bolei Zhou, Jun-Yan Zhu, Antonio Torralba

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* Bau, David, et al. "Semantic photo manipulation with a generative image prior." ACM Transactions on Graphics (TOG) 38.4 (2019) 
 * SIGGRAPH 2019 
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Evolutionary Stochastic Policy Distillation


Apr 30, 2020
Hao Sun, Xinyu Pan, Bo Dai, Dahua Lin, Bolei Zhou

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A Local-to-Global Approach to Multi-modal Movie Scene Segmentation


Apr 28, 2020
Anyi Rao, Linning Xu, Yu Xiong, Guodong Xu, Qingqiu Huang, Bolei Zhou, Dahua Lin

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* CVPR2020. Project page: https://anyirao.com/projects/SceneSeg.html 
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TPNet: Trajectory Proposal Network for Motion Prediction


Apr 26, 2020
Liangji Fang, Qinhong Jiang, Jianping Shi, Bolei Zhou

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Temporal Pyramid Network for Action Recognition


Apr 07, 2020
Ceyuan Yang, Yinghao Xu, Jianping Shi, Bo Dai, Bolei Zhou

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* To appear in CVPR 2020 
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TransMoMo: Invariance-Driven Unsupervised Video Motion Retargeting


Apr 01, 2020
Zhuoqian Yang, Wentao Zhu, Wayne Wu, Chen Qian, Qiang Zhou, Bolei Zhou, Chen Change Loy

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* Accepted by CVPR 2020. The first three authors contributed equally. Project page: https://yzhq97.github.io/transmomo/ 
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In-Domain GAN Inversion for Real Image Editing


Mar 31, 2020
Jiapeng Zhu, Yujun Shen, Deli Zhao, Bolei Zhou

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* 29 pages, 20 figures, 2 tables 
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Image Processing Using Multi-Code GAN Prior


Dec 15, 2019
Jinjin Gu, Yujun Shen, Bolei Zhou

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* 19 pages, 22 figures, 4 tables 
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