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IEEE Transactions on Pattern Analysis and Machine Intelligence|October 8, 2026
A Survey on Archetypal AnalysisAleix Alcacer, Irene Epifanio, Sebastian Mair, et al.IEEE Transactions on Pattern Analysis and Machine Intelligence|October 8, 2026
Physics-Informed Dataset DistillationLisheng Wen, Lei ZhangIEEE Transactions on Pattern Analysis and Machine Intelligence|October 8, 2026
Causal Effect Estimation Under Networked Interference Without Networked Unconfoundedness AssumptionWeilin Chen, Ruichu Cai, Jie Qiao, et al.IEEE Transactions on Pattern Analysis and Machine Intelligence|October 15, 2026
Hypergraph Neural Networks: Theoretical Foundations and ApplicationsYue Gao, Yifan Feng, Xiangmin Han, et al.IEEE Transactions on Pattern Analysis and Machine Intelligence|September 8, 2026
Discriminately Treating Motion Components Evolves Joint Depth and Ego-Motion LearningMengtan Zhang, Zizhan Guo, Hongbo Zhao, et al.IEEE Transactions on Pattern Analysis and Machine Intelligence|August 31, 2026
ZeroDiff++: Generative Test-Time Adaptation for Zero-shot LearningZihan Ye, Shreyank N Gowda, Kaile Du, et al.IEEE Transactions on Pattern Analysis and Machine Intelligence|August 31, 2026
FlowCritic: Bridging Value Estimation with Flow Matching in Reinforcement LearningShan Zhong, Shutong Ding, He Diao, et al.IEEE Transactions on Pattern Analysis and Machine Intelligence|September 2, 2026
Lingshu: Generalist Foundation Model for Unified Multimodal Medical Understanding and ReasoningWeiwen Xu, Hou Pong Chan, Long Li, et al.IEEE Transactions on Pattern Analysis and Machine Intelligence|September 2, 2026
Towards Unified Neurosymbolic Reasoning on Knowledge GraphsQika Lin, Fangzhi Xu, Hao Lu, et al.IEEE Transactions on Pattern Analysis and Machine Intelligence|August 28, 2026
PointPDF V2: A Unified Framework for Continual Open-World 3D Semantic SegmentationJinfeng Xu, Xianzhi Li, Yixue Hao, et al.Pageof 870