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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

* 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

* 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

* 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

* 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

* 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

* 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

* 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

* 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

* 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

* 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

* 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

* 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

* 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

* 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

* 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

* 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

* 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

* 19 pages, 22 figures, 4 tables 

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Learning Driving Decisions by Imitating Drivers' Control Behaviors

Nov 30, 2019
Junning Huang, Sirui Xie, Jiankai Sun, Qiurui Ma, Chunxiao Liu, Jianping Shi, Dahua Lin, Bolei Zhou


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Semantic Hierarchy Emerges in Deep Generative Representations for Scene Synthesis

Nov 29, 2019
Ceyuan Yang, Yujun Shen, Bolei Zhou

* 19 pages, 19 figures 

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Every Frame Counts: Joint Learning of Video Segmentation and Optical Flow

Nov 28, 2019
Mingyu Ding, Zhe Wang, Bolei Zhou, Jianping Shi, Zhiwu Lu, Ping Luo

* Published in AAAI 2020 

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Policy Continuation with Hindsight Inverse Dynamics

Nov 01, 2019
Hao Sun, Zhizhong Li, Xiaotong Liu, Dahua Lin, Bolei Zhou


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