Zheng Yuan, Jie Zhang, Zhaoyan Jiang, Liangliang Li, Shiguang Shan. Adaptive Perturbation for Adversarial Attack. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Vol. 46, No. 8, pp. 5663-5676, 2024.
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Ke Ma, Qianqian Xu, Jinshan Zeng, Wei Liu, Xiaochun Cao, Yingfei Sun, and Qingming Huang. Sequential Manipulation against Rank Aggregation: Theory and Algorithm. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Vol. 46, No. 12, pp. 9353-9370, 2024.
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Zhaobo Qi, Shuhui Wang, Weigang Zhang, Qingming Huang. Uncertainty-Boosted Robust Video Activity Anticipation. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Vol. 46, No. 12, pp. 7775-7792, 2024.
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Yunbin Tu, Liang Li, Li Su, Zheng-Jun Zha, Qingming Huang. SMART: Syntax-calibrated Multi-Aspect Relation Transformer for Change Captioning. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Vol. 46, No. 7, pp. 4926-4943, 2024.
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Tianwei Cao, Qianqian Xu, Zhiyong Yang and Qingming Huang. Mitigating Confounding Bias in Practical Recommender Systems with Partially Inaccessible Exposure Status. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Vol. 46, No. 2, pp. 957-974, 2024.
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Guorong Li, Hanhua Ye, Yuankai Qi, Shuhui Wang, Laiyun Qing, Qingming Huang, Ming-Hsuan Yang. Learning Hierarchical Modular Networks for Video Captioning. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Vol. 46, No. 2, pp. 1049-1064, 2024.
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Beichen Zhang, Liang Li, Shuhui Wang, Shaofei Cai, Zheng-Jun Zha, Qi Tian, Qingming Huang. Inductive State-Relabeling Adversarial Active Learning with Heuristic Clique Rescaling. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Vol. 46, No. 12, pp. 9780-9796, 2024.
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Shilong Bao, Qianqian Xu, Zhiyong Yang, Yuan He, Xiaochun Cao, and Qingming Huang. Improved Diversity-Promoting Collaborative Metric Learning for Recommendation. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Vol. 46, No. 12, pp. 9004-9022, 2024.
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Peisong Wen, Qianqian Xu, Zhiyong Yang, Yuan He, Qingming Huang. Algorithm-Dependent Generalization of AUPRC Optimization: Theory and Algorithm. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Vol. 46, No. 7, pp. 5062-5079, 2024.
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Ruibing Hou, Hong Chang, Bingpeng Ma, Shiguang Shan, Xilin Chen. Triplet adaptation framework for robust semi-supervised learning. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Vol. 46, No. 12, pp. 8056-8073, 2024.
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Zheng Yuan, Jie Zhang, Yude Wang, Shiguang Shan, Xilin Chen. Towards Robust Semantic Segmentation against Patch-based Attack via Attention Refinement. International Journal of Computer Vision (IJCV), Vol. 132, No. 11, pp. 5270-5292, 2024.
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Guorui Sheng, Weiqing Min, Xiangyi Zhu, Liang Xu, Qingshuo Sun, Yancun Yang, Lili Wang, Shuqiang Jiang. A Lightweight Hybrid Model with Location-Preserving ViT for Efficient Food Recognition. Nutrients, 16(2): 200, 2024.
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Yunjia Sun, Jiabei Zeng, and Shiguang Shan. Gaze estimation with semi-supervised eye landmark detection as an auxiliary task. Pattern Recognition (PR), 146: 109980, 2024.
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Chen He, Ruiping Wang, Shiguang Shan, Xilin Chen. Introspective GAN: Learning to Grow a GAN for Incremental Generation and Classification. Pattern Recognition (PR), 151: 110383, 2024.
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Xuhan Zhu, Ruiping Wang, Xiangyuan Lan, Yaowei Wang. Local Context Attention Learning for Fine-grained Scene Graph Generation. Pattern Recognition (PR), 156: 110708, 2024.
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