Zhiyong Yang, Qianqian Xu, Shilong Bao, Peisong Wen, Yuan He, Xiaochun Cao and Qingming Huang. AUC-Oriented Domain Adaptation: From Theory to Algorithm. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Vol. 45, No. 12, pp. 14161–14174, Dec. 2023.
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Yangbangyan Jiang, Qianqian Xu, Yunrui Zhao, Zhiyong Yang, Peisong Wen, Xiaochun Cao, and Qingming Huang. Positive-Unlabeled Learning with Label Distribution Alignment. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Vol. 45, No. 12, pp. 15345–15363, Dec. 2023.
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Zhiyong Yang, Qianqian Xu, Wenzheng Hou, Shilong Bao, Yuan He, Xiaochun Cao and Qingming Huang. Revisiting AUC-oriented Adversarial Training with Loss-Agnostic Perturbations. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Vol. 45, No. 12, pp. 15494–15511, Dec. 2023.
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Ruibing Hou, Hong Chang, Bingpeng Ma, Shiguang Shan, Xilin Chen. Dual Compensation Residual Networks for Class Imbalanced Learning. IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 45, No. 10, pp. 11733-11752, 2023.
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Xinzhe Han, Shuhui Wang, Chi Su, Qingming Huang, Qi Tian. General Greedy De-bias Learning. IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 45, No. 8, pp. 9789 - 9805, 2023.
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Wenbin Wang, Ruiping Wang, Shiguang Shan, Xilin Chen. Importance First: Generating Scene Graph of Human Interest. International Journal of Computer Vision, vol. 131, no. 10, pp. 2489-2515, Oct. 2023.
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Shishi Qiao, Ruiping Wang, Shiguang Shan, Xilin Chen. Hierarchical Image-to-image Translation with Nested Distributions Modeling. Pattern Recognition, vol. 146, pp. 1-12, Feb. 2024.
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Shishi Qiao, Ruiping Wang, Shiguang Shan, Xilin Chen. Hierarchical Disentangling Network for Object Representation Learning. Pattern Recognition, vol. 140, pp. 1-15, Aug. 2023.
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Weiqing Min, Zhiling Wang, Yuxin Liu, Mengjiang Luo, Liping Kang, Xiaoming Wei, Xiaolin Wei, Shuqiang Jiang*. Large Scale Visual Food Recognition. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Vol. 45, No. 8, pp. 9932 - 9949, Aug. 2023.
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Weidong Chen, Guorong Li, Xinfeng Zhang, Shuhui Wang, Liang Li, Qingming Huang. Weakly Supervised Text-based Actor-Action Video Segmentation by Clip-level Multi-instance Learning. ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), Vol. 19, No. 1, Jan. 2023.
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Junbao Zhuo, Shuhui Wang, and Qingming Huang. Uncertainty Modeling for Robust Domain Adaptation Under Noisy Environments. IEEE Transactions on Multimedia (TMM), Vol. 25, pp. 6157 - 6170, 2023.
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Yongqing Zhu, Xiangyang Li, Mao Zheng, Jiahao Yang, Zihan Wang, Xiaoqian Guo, Zifeng Chai, Yuchen Yuan, Shuqiang Jiang. Focus and Align: Learning Tube Tokens for Video-Language Pre-training. IEEE Transactions on Multimedia (TMM), Vol. 25, pp. 8036 - 8050, 2023.
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Zhiyong Yang, Qianqian Xu, Shilong Bao, Yuan He, Xiaochun Cao and Qingming Huang. Optimizing Two-way Partial AUC with an End-to-end Framework. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Vol. 45, No. 8, pp. 10228-10246, Aug. 2023.
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Yong Li, Shiguang Shan. Meta Auxiliary Learning for Facial Action Unit Detection. IEEE Transactions on Affective Computing, Vol. 14, No. 3, pp. 2526-2538, 2023.
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Xiaoqian Guo, Xiangyang Li, Yaowei Wang, Shuqiang Jiang. TransWeaver: Weave Image Pairs for Class Agnostic Common Object Detection. IEEE Transactions on Image Processing (TIP), vol. 32, pp. 2947-2959, 2023.
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Shikang Yu, Hu Han, Shiguang Shan, and Xilin Chen. CMOS-GAN: Semi-supervised Generative Adversarial Model for Cross-Modality Face Image Synthesis, IEEE Transactions on Image Processing (TIP), vol. 32, pp. 144-158, 2023.
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Ke Ma, Qianqian Xu, Jinshan Zeng, Guorong Li, Xiaochun Cao and Qingming Huang. A Tale of HodgeRank and Spectral Method: Target Attack Against Rank Aggregation is the Fixed Point of Adversarial Game. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), vol. 45, no. 4, pp. 4090-4108, 2023.
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Zitai Wang, Qianqian Xu, Zhiyong Yang, Yuan He, Xiaochun Cao and Qingming Huang. Optimizing Partial Area Under the Top-k Curve: Theory and Practice. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), vol. 45, no. 4, pp. 5053-5069, 2023.
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Yangbangyan Jiang, Xiaodan Li, Yuefeng Chen, Yuan He, Qianqian Xu, Zhiyong Yang, Xiaochun Cao and Qingming Huang. MaxMatch: Semi-Supervised Learning with Worst-Case Consistency. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), vol. 45, no. 5, pp. 5970-5987, 2023.
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Difei Gao, Ruiping Wang, Shiguang Shan and Xilin Chen. CRIC: A VQA Dataset for Compositional Reasoning on Vision and Commonsense. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), vol. 45, no. 5, pp. 5561-5578, 2023.
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