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Image Composition Assessment with Saliency-augmented Multi-pattern Pooling


Apr 07, 2021
Bo Zhang, Li Niu, Liqing Zhang


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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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MagDR: Mask-guided Detection and Reconstruction for Defending Deepfakes


Mar 26, 2021
Zhikai Chen, Lingxi Xie, Shanmin Pang, Yong He, Bo Zhang

* Accepted to CVPR2021 

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Conditional Positional Encodings for Vision Transformers


Mar 18, 2021
Xiangxiang Chu, Zhi Tian, Bo Zhang, Xinlong Wang, Xiaolin Wei, Huaxia Xia, Chunhua Shen

* A general purpose conditional position encoding for vision transformers 

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Learning with Smooth Hinge Losses


Mar 15, 2021
JunRu Luo, Hong Qiao, Bo Zhang


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A Minimax Probability Machine for Non-Decomposable Performance Measures


Mar 15, 2021
Junru Luo, Hong Qiao, Bo Zhang


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Do We Really Need Explicit Position Encodings for Vision Transformers?


Feb 22, 2021
Xiangxiang Chu, Bo Zhang, Zhi Tian, Xiaolin Wei, Huaxia Xia

* A general purpose conditional position encoding for visual transformer 

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Improving Accuracy and Diversity in Matching of Recommendation with Diversified Preference Network


Feb 07, 2021
Ruobing Xie, Qi Liu, Shukai Liu, Ziwei Zhang, Peng Cui, Bo Zhang, Leyu Lin

* 11 pages, under review 

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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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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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Variational (Gradient) Estimate of the Score Function in Energy-based Latent Variable Models


Nov 07, 2020
Fan Bao, Kun Xu, Chongxuan Li, Lanqing Hong, Jun Zhu, Bo Zhang


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Bi-level Score Matching for Learning Energy-based Latent Variable Models


Oct 16, 2020
Fan Bao, Chongxuan Li, Kun Xu, Hang Su, Jun Zhu, Bo Zhang


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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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A Simple and General Graph Neural Network with Stochastic Message Passing


Sep 05, 2020
Ziwei Zhang, Chenhao Niu, Peng Cui, Bo Zhang, Wei Cui, Wenwu Zhu

* 17 pages 

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DARTS-: Robustly Stepping out of Performance Collapse Without Indicators


Sep 02, 2020
Xiangxiang Chu, Xiaoxing Wang, Bo Zhang, Shun Lu, Xiaolin Wei, Junchi Yan

* A very robust, efficient and indicator-free approach to address the collapse of differentiable architecture search. Point out some issues of indicator based methods 

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Deep Sketch-guided Cartoon Video Synthesis


Aug 10, 2020
Xiaoyu Li, Bo Zhang, Jing Liao, Pedro V. Sander

* 14 pages, 16 figures 

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Training Interpretable Convolutional Neural Networks by Differentiating Class-specific Filters


Jul 16, 2020
Haoyu Liang, Zhihao Ouyang, Yuyuan Zeng, Hang Su, Zihao He, Shu-Tao Xia, Jun Zhu, Bo Zhang

* 14pages (except appendix and reference), 9 figures, 3 tables 

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Noisy Differentiable Architecture Search


May 19, 2020
Xiangxiang Chu, Bo Zhang, Xudong Li

* Make use of noise to address collapse from excessive skip connections in DARTS 

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Bringing Old Photos Back to Life


Apr 20, 2020
Ziyu Wan, Bo Zhang, Dongdong Chen, Pan Zhang, Dong Chen, Jing Liao, Fang Wen

* CVPR 2020 Oral, project website: http://raywzy.com/Old_Photo/ 

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Cross-domain Correspondence Learning for Exemplar-based Image Translation


Apr 12, 2020
Pan Zhang, Bo Zhang, Dong Chen, Lu Yuan, Fang Wen

* CVPR 2020 
* Accepted as a CVPR 2020 oral paper 

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Automatic, Dynamic, and Nearly Optimal Learning Rate Specification by Local Quadratic Approximation


Apr 07, 2020
Yingqiu Zhu, Yu Chen, Danyang Huang, Bo Zhang, Hansheng Wang

* 10 pages, 5 figures 

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Perceptual Image Super-Resolution with Progressive Adversarial Network


Mar 19, 2020
Lone Wong, Deli Zhao, Shaohua Wan, Bo Zhang


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Domain-Specific Image Super-Resolution with Progressive Adversarial Network


Mar 10, 2020
Lone Wong, Deli Zhao, Shaohua Wan, Bo Zhang


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