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IEEE Transactions on Pattern Analysis and Machine Intelligence|May 15, 2026
Mitigate Catastrophic Remembering via Continual Self-Paced Dual-Knowledge Purification for Noisy Lifelong Person Re-IdentificationKunlun Xu, Jiangmeng Li, Yufei Guo, et al.IEEE Transactions on Pattern Analysis and Machine Intelligence|May 12, 2026
MAGIC: Meta-Ability Guided Interactive Chain-of-Distillation for Effective-and-Efficient Vision-and-Language NavigationLiuyi Wang, Zongtao He, Mengjiao Shen, et al.IEEE Transactions on Pattern Analysis and Machine Intelligence|May 12, 2026
Parallel Diffusion Solver via Residual Dirichlet Policy OptimizationRuoyu Wang, Ziyu Li, Beier Zhu, et al.IEEE Transactions on Pattern Analysis and Machine Intelligence|May 13, 2026
Kernel Reboot: Breaking the Boundaries of Neural Tangent Kernels for Neural FieldsAmir Mallak, Alaa Maalouf, Lior Wolf, et al.IEEE Transactions on Pattern Analysis and Machine Intelligence|February 25, 2026
Winsor-CAM: Human-Tunable Visual Explanations from Deep Networks via Layer-Wise WinsorizationCasey Wall, Longwei Wang, Rodrigue Rizk, et al.IEEE Transactions on Pattern Analysis and Machine Intelligence|March 13, 2026
Dual-CBA: Improving Online Continual Learning via Dual Continual Bias Adaptors from a Bi-level Optimization PerspectiveQuanziang Wang, Renzhen Wang, Yichen Wu, et al.IEEE Transactions on Pattern Analysis and Machine Intelligence|March 13, 2026
Nonlinear Bayesian Filtering with Natural Gradient Gaussian ApproximationWenhan Cao, Tianyi Zhang, Zeju Sun, et al.IEEE Transactions on Pattern Analysis and Machine Intelligence|March 10, 2026
Survey of Computerized Adaptive Testing: a Machine Learning PerspectiveYan Zhuang, Qi Liu, Haoyang Bi, et al.IEEE Transactions on Pattern Analysis and Machine Intelligence|March 10, 2026
Privacy Preserving Decentralized Learning with Positive-Incentive NoiseLuqing Wang, Shaofu Yang, Yifan Wan, et al.IEEE Transactions on Pattern Analysis and Machine Intelligence|February 23, 2026
Beyond Heat Dissipation: Optimizing Diffusion Models in Frequency DomainQisen Wang, Yifan Zhao, Jia LiPageof 870