Qizheng Wang, Meiyi Yao, Xinhang Song, Yandong Liu, Xiaoying Xing, Yongye Chen, Fangbo Zhao, Ke Liu, Xiaoguang Cheng, Shuqiang Jiang, Ning Lang. Automated Segmentation and Classification of Knee Synovitis Based on MRI Using Deep Learning. Academic Radiology, Vol. 31, No. 4, pp. 1518-1527, 2024.
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Tianyu Zhang, Weiqing Min, Tao Liu, Shuqiang Jiang, Yong Rui. Toward Egocentric Compositional Action Anticipation with Adaptive Semantic Debiasing. ACM Transactions on Multimedia Computing, Communications and Applications (TOMM), Vol. 20, No. 5, pp. 1-21, 2024.
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Yancun Yang, Weiqing Min, Jingru Song, Guorui Sheng, Lili Wang, Shuqiang Jiang. Lightweight Food Recognition via Aggregation Block and Feature Encoding. ACM Transactions on Multimedia Computing, Communications and Applications (TOMM), Vol. 20, No. 10, pp. 1-25, 2024.
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Changzhen Li, Jie Zhang, Shuzhe Wu, Xin Jin, Shiguang Shan. Hierarchical compositional representations for few-shot action recognition. Computer Vision and Image Understanding (CVIU), 240: 103911, 2024.
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Shuang Tian, Lingjuan Chen, Xiaoying Wang, Guochao Li, Ze Fu, Yufeng Ji, Jiahui Lu, Xiaosha Wang, Shiguang Shan, Yanchao Bi. Vision matters for shape representation: Evidence from sculpturing and drawing in the blind. Cortex, Vol. 174, pp. 241-255, 2024.
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Tingjing Zhang, Mingyu Huang, Liangkai Chen, Yang Xia, Weiqing Min, Shuqiang Jiang. Machine learning and statistical models to predict all-cause mortality in type 2 diabetes: Results from the UK Biobank study. Diabetes & Metabolic Syndrome: Clinical Research & Reviews, 18(9): 103135, 2024.
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Dalu Feng, Shuang Yang, Shiguang Shan, Xilin Chen. Audio-guided self-supervised learning for disentangled visual speech representations. Frontiers of Computer Science (FCS), 18: 186353, 2024.
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Guorui Sheng, Weiqing Min, Tao Yao, Jingru Song, Yancun Yang, Lili Wang, Shuqiang Jiang. Lightweight Food Image Recognition with Global Shuffle Convolution. IEEE Transactions on AgriFood Electronics (TAFE), Vol. 2, No. 2, pp. 392-402, 2024.
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Sheng Fang, Tiantian Dang, Shuhui Wang, Qingming Huang. Linguistic Hallucination for Text-Based Video Retrieval. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), Vol. 34, No. 10, pp. 9692-9705, 2024.
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Mingjie He, Jie Zhang, Shiguang Shan, Xilin Chen. Enhancing Face Recognition with Detachable Self-Supervised Bypass Networks. IEEE Transactions on Image Processing (TIP), Vol. 33, pp. 1588-1599, 2024.
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Pengfei Zhou, Weiqing Min, Jiajun Song, Yang Zhang, Shuqiang Jiang. Synthesizing knowledge-enhanced features for real-world zero-shot food detection. IEEE Transactions on Image Processing (TIP), Vol. 33, pp. 1285-1298, 2024.
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Yuxin Liu, Weiqing Min, Shuqiang Jiang, Yong Rui. Convolution-Enhanced Bi-Branch Adaptive Transformer with Cross-Task Interaction for Food Category and Ingredient Recognition. IEEE Transactions on Image Processing (TIP), Vol. 33, pp. 2572-2586, 2024.
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Ling Lin, Hao Liu, Jinqiao Liang, Zhendong Li, Jiao Feng, Hu Han. Consensus-agent deep reinforcement learning for face aging. IEEE Transactions on Image Processing (TIP), Vol. 33, pp. 1795-1809, 2024.
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Zhipeng Yu, Qianqian Xu, Yangbangyan Jiang, Yingfei Sun, and Qingming Huang. Enhancing Sample Utilization in Noise-robust Deep Metric Learning with Subgroup-based Positive-pair Selection. IEEE Transactions on Image Processing (TIP), Vol. 33, pp. 6083-6097, 2024.
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Ziyi Bai, Ruiping Wang, Difei Gao, Xilin Chen. Event Graph Guided Compositional Spatial–Temporal Reasoning for Video Question Answering. IEEE Transactions on Image Processing (TIP), Vol. 33, pp. 1109-1121, 2024.
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Xinye Zhou, Hu Han, Shiguang Shan, Xilin Chen. Fine-grained Open-set Deepfake Detection via Unsupervised Domain Adaptation. IEEE Transactions on Information Forensics and Security (TIFS), Vol. 19, pp. 7536-7547, 2024.
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Jiachen Chen, Mengyang Li, Hu Han, Zhiming Zhao, and Xilin Chen. SurgNet: Self-supervised pretraining with semantic consistency for vessel and instrument segmentation in surgical images. IEEE Transactions on Medical Imaging (TMI), Vol. 43, No. 4, pp. 1513-1525, 2024.
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Beichen Zhang, Liang Li, Zheng-jun Zha, Jiebo Luo, Qingming Huang. Downstream-Pretext Domain Knowledge Traceback for Active Learning. IEEE Transactions on Multimedia (TMM), Vol. 26, pp. 10585-10596, 2024.
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Nan Kang, Hong Chang, Bingpeng Ma, Shiguang Shan. A Comprehensive Framework for Long-tailed Learning via Pretraining and Normalization. IEEE Transactions on Neural Networks and Learning Systems (TNNLS), Vol. 35, No. 3, pp. 3437-3449, 2024.
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