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Multimodal Deception Detection: A Surve
Author: Zhang, Jiayu; Lin, Xun; Huang, Jiajian; Ye, Shuo; Guo, Xiaobao; Zhu, Dongliang; Hu, Ruimin; Guo, Dan; Liang, Yanyan; Yu, Zitong; Cao, Xiaochun
Journal: MACHINE INTELLIGENCE RESEARCH. 2026; Vol. 23, Issue 2, pp. 284-307. DOI: 10.1007/s11633-025-1625-x
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IKA2: Internal Knowledge Adaptive Activation for Robust Recognition in Complex Scenario
Author: Ye, Shuo; Chen, Lixin; Li, Qiaoqi; Zhang, Jiayu; Chen, Chaomeng; Xia, Shutao
Journal: MACHINE INTELLIGENCE RESEARCH. 2026; Vol. 23, Issue 2, pp. 429-443. DOI: 10.1007/s11633-025-1618-5
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Micro-gesture Recognition: A Comprehensive Survey of Datasets, Methods, and Challenge
Author: Wang, Taorui; Lin, Xun; Xu, Yong; Ye, Qilang; Guo, Dan; Escalera, Sergio; Khoriba, Ghada; Yu, Zitong
Journal: MACHINE INTELLIGENCE RESEARCH. 2026; Vol. 23, Issue 2, pp. 308-330. DOI: 10.1007/s11633-025-1629-x
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A Clinically Aligned Local-global Mutual Learning Framework for Interpretable Pneumoconiosis Diagnosi
Author: Wang, Jiarui; Wang, Xuerong; Yang, Le; Wang, Binglu
Journal: MACHINE INTELLIGENCE RESEARCH. 2026; Vol. 23, Issue 2, pp. 444-466. DOI: 10.1007/s11633-025-1619-4
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Unveiling Hidden Psychological States: Synergistic Fusion of Amplified Color and Motion from Vide
Author: Ru, Yiwei; Li, Qi; Liu, Yongji; Wu, Huijia; He, Zhaofeng; Sun, Zhenan
Journal: MACHINE INTELLIGENCE RESEARCH. 2026; Vol. 23, Issue 2, pp. 396-408. DOI: 10.1007/s11633-025-1601-1
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CM-CLIP: Few-shot Cross-modal Generalization for Face Anti-spoofing via Prompt Learnin
Author: Ma, Hui; Liu, Ajian; Lin, Xun; Escalante, Hugo Jair; Guyon, Isabelle; Wan, Jun; Lei, Zhen; Liang, Yanyan
Journal: MACHINE INTELLIGENCE RESEARCH. 2026; Vol. 23, Issue 2, pp. 366-382. DOI: 10.1007/s11633-025-1575-z
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StegaFFD: Privacy-preserving Face Forgery Detection via Fine-grained Steganographic Domain Liftin
Author: Ma, Guoqing; Lin, Xun; Ma, Hui; Liu, Ajian; Liu, Yizhong; Tang, Wenzhong; Yu, Shan; Kong, Chenqi; Yu, Yi
Journal: MACHINE INTELLIGENCE RESEARCH. 2026; Vol. 23, Issue 2, pp. 409-428. DOI: 10.1007/s11633-025-1612-y
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From Uni- to Multi-modal: Progressive Multi-source Domain Adaptation with Gradient Disentangling for Audio-visual Deception Detectio
Author: Lin, Ronghao; Xiong, Aolin; He, Qiaolin; Mai, Sijie; Huang, Li; Hu, Haifeng
Journal: MACHINE INTELLIGENCE RESEARCH. 2026; Vol. 23, Issue 2, pp. 484-500. DOI: 10.1007/s11633-025-1630-x