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Asymptotically Unbiased Instance-wise Regularized Partial AUC Optimization: Theory and Algorithm


Oct 11, 2022
Huiyang Shao, Qianqian Xu, Zhiyong Yang, Shilong Bao, Qingming Huang

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* NeurIPS 2022 

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Does Thermal Really Always Matter for RGB-T Salient Object Detection?


Oct 09, 2022
Runmin Cong, Kepu Zhang, Chen Zhang, Feng Zheng, Yao Zhao, Qingming Huang, Sam Kwong

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* Accepted by IEEE Trans. Multimedia 2022, 13 pages, 9 figures 

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Towards Understanding and Boosting Adversarial Transferability from a Distribution Perspective


Oct 09, 2022
Yao Zhu, Yuefeng Chen, Xiaodan Li, Kejiang Chen, Yuan He, Xiang Tian, Bolun Zheng, Yaowu Chen, Qingming Huang

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* \copyright 20XX IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works 

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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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Exploring the Algorithm-Dependent Generalization of AUPRC Optimization with List Stability


Sep 27, 2022
Peisong Wen, Qianqian Xu, Zhiyong Yang, Yuan He, 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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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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Multi-Attention Network for Compressed Video Referring Object Segmentation


Jul 26, 2022
Weidong Chen, Dexiang Hong, Yuankai Qi, Zhenjun Han, Shuhui Wang, Laiyun Qing, Qingming Huang, Guorong Li

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* Accepted by ACM MM 2022 

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