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A Survey of Deep Face Restoration: Denoise, Super-Resolution, Deblur, Artifact Removal


Nov 05, 2022
Tao Wang, Kaihao Zhang, Xuanxi Chen, Wenhan Luo, Jiankang Deng, Tong Lu, Xiaochun Cao, Wei Liu, Hongdong Li, Stefanos Zafeiriou

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* 21 pages, 19 figures 

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Learning to Optimize Permutation Flow Shop Scheduling via Graph-based Imitation Learning


Oct 31, 2022
Longkang Li, Siyuan Liang, Zihao Zhu, Xiaochun Cao, Chris Ding, Hongyuan Zha, Baoyuan Wu

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* 11 pages, 5 figures, 11 tables 

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CIR-Net: Cross-modality Interaction and Refinement for RGB-D Salient Object Detection


Oct 06, 2022
Runmin Cong, Qinwei Lin, Chen Zhang, Chongyi Li, Xiaochun Cao, Qingming Huang, Yao Zhao

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* Accepted by IEEE Transactions on Image Processing 2022, 16 pages, 11 figures 

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The Minority Matters: A Diversity-Promoting Collaborative Metric Learning Algorithm


Sep 30, 2022
Shilong Bao, Qianqian Xu, Zhiyong Yang, Yuan He, Xiaochun Cao, Qingming Huang

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MaxMatch: Semi-Supervised Learning with Worst-Case Consistency


Sep 26, 2022
Yangbangyan Jiang, Xiaodan Li, Yuefeng Chen, Yuan He, Qianqian Xu, Zhiyong Yang, Xiaochun Cao, Qingming Huang

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* Accepted to IEEE TPAMI 

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Rethinking Data Augmentation in Knowledge Distillation for Object Detection


Sep 20, 2022
Jiawei Liang, Siyuan Liang, Aishan Liu, Mingli Zhu, Danni Yuan, Chenye Xu, Xiaochun Cao

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* 8 pages, 5 figures 

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A Large-scale Multiple-objective Method for Black-box Attack against Object Detection


Sep 16, 2022
Siyuan Liang, Longkang Li, Yanbo Fan, Xiaojun Jia, Jingzhi Li, Baoyuan Wu, Xiaochun Cao

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* 14 pages, 5 figures, ECCV2022 

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A Tale of HodgeRank and Spectral Method: Target Attack Against Rank Aggregation Is the Fixed Point of Adversarial Game


Sep 13, 2022
Ke Ma, Qianqian Xu, Jinshan Zeng, Guorong Li, Xiaochun Cao, Qingming Huang

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* Early Access by TPAMI 2022 (https://ieeexplore.ieee.org/document/9830042
* 33 pages, https://github.com/alphaprime/Target_Attack_Rank_Aggregation 

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Optimizing Partial Area Under the Top-k Curve: Theory and Practice


Sep 03, 2022
Zitai Wang, Qianqian Xu, Zhiyong Yang, Yuan He, Xiaochun Cao, Qingming Huang

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MOVE: Effective and Harmless Ownership Verification via Embedded External Features


Aug 04, 2022
Yiming Li, Linghui Zhu, Xiaojun Jia, Yang Bai, Yong Jiang, Shu-Tao Xia, Xiaochun Cao

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* 15 pages. The journal extension of our conference paper in AAAI 2022 (https://ojs.aaai.org/index.php/AAAI/article/view/20036). arXiv admin note: substantial text overlap with arXiv:2112.03476 

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