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IEEE Transactions on Pattern Analysis and Machine Intelligence|February 12, 2026
Dual Adaptive Disentangled Representation Learning with Multimodal Data for Disease DiagnosisXiumei Chen, Wenliang Pan, Tao Wang, et al.IEEE Transactions on Pattern Analysis and Machine Intelligence|March 6, 2026
Adaptive Sparse Self-Attention for Efficient Image Super-resolution and beyondJinshan Pan, Long Sun, Lianhong Song, et al.IEEE Transactions on Pattern Analysis and Machine Intelligence|March 6, 2026
Parameter-Efficient Fine-Tuning for Continual Learning: A Neural Tangent Kernel PerspectiveJingren Liu, Zhong Ji, YunLong Yu, et al.IEEE Transactions on Pattern Analysis and Machine Intelligence|March 3, 2026
StructChart: On the Schema, Metric, and Augmentation for Visual Chart UnderstandingRenqiu Xia, Haoyang Peng, Hancheng Ye, et al.IEEE Transactions on Pattern Analysis and Machine Intelligence|March 3, 2026
AIRPNet: Adaptive Image Restoration With Privacy Protection in Steganographic DomainFangyuan Gao, Chao Gao, Xin Deng, et al.IEEE Transactions on Pattern Analysis and Machine Intelligence|March 10, 2026
Mitigating Negative Transfer via Reducing Environmental DisagreementHui Sun, Zheng Xie, Hao-Yuan He, et al.IEEE Transactions on Pattern Analysis and Machine Intelligence|February 24, 2026
VIRGi: View-dependent Instant Recoloring of 3D Gaussians SplatsAlessio Mazzucchelli, Ivan Ojeda-Martin, Fernando Rivas-Manzaneque, et al.IEEE Transactions on Pattern Analysis and Machine Intelligence|March 9, 2026
Learning With Partial and Noisy Correspondence in Graph MatchingYijie Lin, Mouxing Yang, Peng Hu, et al.IEEE Transactions on Pattern Analysis and Machine Intelligence|March 17, 2026
Beyond Support Samples: Incorporating Unlabeled Queries for Few-Shot Semantic SegmentationYuanwei Liu, Nian Liu, Tao Jiang, et al.IEEE Transactions on Pattern Analysis and Machine Intelligence|March 17, 2026
Concept Drift and Long-Tailed Distribution in Fine-Grained Visual Categorization: Benchmark and MethodShuo Ye, Shiming Chen, Ruxin Wang, et al.Pageof 870