IEEE Transactions on Pattern Analysis & Machine Intelligence https://www.computer.org/csdl/journal/tp The IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI) is published monthly. Its Editorial Board strives to publish papers that present important research results within PAMI\'s scope. These include statistical and structural pattern recognition; image analysis; computational models of vision; computer vision systems; enhancement, restoration, segmentation, feature extraction, shape and texture analysis; applications of pattern analysis in medicine, industry, government, and the arts and sciences; artificial intelligence, knowledge representation, logical and probabilistic inference, learning, speech recognition, character and text recognition, syntactic and semantic processing, understanding natural language, expert systems, and specialized architectures for such processing. en-us https://s3.amazonaws.com/ieeecs.cdn.common/images/computer.org/CSLogo_dark.png IEEE Computer Society Digital Library List of 100 recently published journal articles. https://www.computer.org/csdl A Bayesian Hierarchical Framework for Non-Linear and Iterative Transfer Learning of Gaussian Process https://www.computer.org/csdl/journal/tp/2026/10/11534134/2gHsmZyTWQU 09/01/2026 8:03 pm PST http://doi.ieeecomputersociety.org/10.1109/TPAMI.2026.3696225 Consistency-Aware Anchor Pyramid Network for Crowd Localization https://www.computer.org/csdl/journal/tp/2026/09/10510228/1WxkjCX6GR2 08/12/2026 9:25 am PST http://doi.ieeecomputersociety.org/10.1109/TPAMI.2024.3392013 Near-perfect Clustering Based on Recursive Binary Splitting Using Max-MMD https://www.computer.org/csdl/journal/tp/2026/09/11419808/2eyKAE4fwvS 08/12/2026 9:25 am PST http://doi.ieeecomputersociety.org/10.1109/TPAMI.2026.3669975 Local Duality for Sparse Support Vector Machines https://www.computer.org/csdl/journal/tp/2026/09/11479680/2fzpjTr9pEA 08/12/2026 9:25 am PST http://doi.ieeecomputersociety.org/10.1109/TPAMI.2026.3683057 Enhancing Value Decomposition With Target Transformation in Cooperative Multi-Agent Reinforcement Learning https://www.computer.org/csdl/journal/tp/2026/09/11480798/2fEJhY9aM36 08/12/2026 9:25 am PST http://doi.ieeecomputersociety.org/10.1109/TPAMI.2026.3683517 DECODE: Domain-Aware Continual Domain Expansion for Motion Prediction https://www.computer.org/csdl/journal/tp/2026/09/11480801/2fEJfKBFsoU 08/12/2026 9:23 am PST http://doi.ieeecomputersociety.org/10.1109/TPAMI.2026.3683469 Neural Network Optimization Reimagined: Decoupled Techniques for Scratch and Fine-Tuning https://www.computer.org/csdl/journal/tp/2026/09/11481088/2fGo2bBRWX6 08/12/2026 9:23 am PST http://doi.ieeecomputersociety.org/10.1109/TPAMI.2026.3683792 Fast and Distributed Equivariant Graph Neural Networks by Virtual Node Learning https://www.computer.org/csdl/journal/tp/2026/09/11482500/2fJHQAgibGU 08/12/2026 9:25 am PST http://doi.ieeecomputersociety.org/10.1109/TPAMI.2026.3684569 Strength-Adaptive Adversarial Training https://www.computer.org/csdl/journal/tp/2026/09/11482524/2fJHPIPa9tS 08/12/2026 9:23 am PST http://doi.ieeecomputersociety.org/10.1109/TPAMI.2026.3684741 Learning When and How to Update Memory for Video Object Segmentation https://www.computer.org/csdl/journal/tp/2026/09/11482739/2fJHQnhQZ44 08/12/2026 9:25 am PST http://doi.ieeecomputersociety.org/10.1109/TPAMI.2026.3684742 SRFormerV2: Taking a Closer Look at Permuted Self-Attention for Image Super-Resolution https://www.computer.org/csdl/journal/tp/2026/09/11488487/2fREVHD16zC 08/12/2026 9:25 am PST http://doi.ieeecomputersociety.org/10.1109/TPAMI.2026.3685679 Comparison Study: Glacier Calving Front Delineation in Synthetic Aperture Radar Images With Deep Learning https://www.computer.org/csdl/journal/tp/2026/09/11488532/2fWDFzM29TW 08/12/2026 9:24 am PST http://doi.ieeecomputersociety.org/10.1109/TPAMI.2026.3685700 GSPNet: Graph Spectral Projection Network Using Learnable Spectral Transformation https://www.computer.org/csdl/journal/tp/2026/09/11489188/2fREVAofhVC 08/12/2026 9:24 am PST http://doi.ieeecomputersociety.org/10.1109/TPAMI.2026.3685759 Reliable and Compact Graph Fine-Tuning via Graph Sparse Prompting https://www.computer.org/csdl/journal/tp/2026/09/11491913/2fTjOoZSIWA 08/12/2026 9:24 am PST http://doi.ieeecomputersociety.org/10.1109/TPAMI.2026.3686463 Learning Evolution via Optimization Knowledge Adaptation https://www.computer.org/csdl/journal/tp/2026/09/11493956/2fWDG48xSxO 08/12/2026 9:25 am PST http://doi.ieeecomputersociety.org/10.1109/TPAMI.2026.3686919 Suppressing Gradient Conflict for Generalizable Deepfake Detection https://www.computer.org/csdl/journal/tp/2026/09/11493962/2fWDFFMJtGE 08/12/2026 9:24 am PST http://doi.ieeecomputersociety.org/10.1109/TPAMI.2026.3687009 Contrastive Mixture Diffusion Models https://www.computer.org/csdl/journal/tp/2026/09/11494218/2fWDFgnDkUE 08/12/2026 9:23 am PST http://doi.ieeecomputersociety.org/10.1109/TPAMI.2026.3687180 Learning Disentangled Representations for Generalized Multi-View Clustering https://www.computer.org/csdl/journal/tp/2026/09/11494292/2fWDFSmLb7W 08/12/2026 9:25 am PST http://doi.ieeecomputersociety.org/10.1109/TPAMI.2026.3687339 Matrix Commitment-Based Ownership Verification for Distributed Machine Learning https://www.computer.org/csdl/journal/tp/2026/09/11494680/2g1ClrkpExa 08/12/2026 9:23 am PST http://doi.ieeecomputersociety.org/10.1109/TPAMI.2026.3687640 Learning Spatial-Temporal Coherent Correlations for Speech-Preserving Facial Expression Manipulation https://www.computer.org/csdl/journal/tp/2026/09/11494691/2g3CKPLPxkI 08/12/2026 9:25 am PST http://doi.ieeecomputersociety.org/10.1109/TPAMI.2026.3687518 Box-Free Model Watermarks are Prone to Black-Box Removal Attacks https://www.computer.org/csdl/journal/tp/2026/09/11495080/2g1ClyPmBAQ 08/12/2026 9:24 am PST http://doi.ieeecomputersociety.org/10.1109/TPAMI.2026.3688047 Continual Test-Time Training on Graphs via Adaptive Prompts Integration https://www.computer.org/csdl/journal/tp/2026/09/11495085/2g1Cmgv2fmg 08/12/2026 9:25 am PST http://doi.ieeecomputersociety.org/10.1109/TPAMI.2026.3687933 YOTO++: Learning Long-Horizon Closed-Loop Bimanual Manipulation From One-Shot Human Video Demonstrations https://www.computer.org/csdl/journal/tp/2026/09/11495283/2g1CmowUFvq 08/12/2026 9:25 am PST http://doi.ieeecomputersociety.org/10.1109/TPAMI.2026.3688078 Causality-Preserving Domain Generalization via Adaptive Fourier Mixup for RUL Prediction https://www.computer.org/csdl/journal/tp/2026/09/11495551/2g3CJ3cMM4E 08/12/2026 9:24 am PST http://doi.ieeecomputersociety.org/10.1109/TPAMI.2026.3688520 MuSc-V2: Zero-Shot Multimodal Industrial Anomaly Classification and Segmentation With Mutual Scoring of Unlabeled Samples https://www.computer.org/csdl/journal/tp/2026/09/11498451/2g3CIAgyiSQ 08/12/2026 9:23 am PST http://doi.ieeecomputersociety.org/10.1109/TPAMI.2026.3688174 From Convergence to Generalization: Stability of Stationary-Point Learning Algorithms https://www.computer.org/csdl/journal/tp/2026/09/11498452/2gc8PX6cVbi 08/12/2026 9:24 am PST http://doi.ieeecomputersociety.org/10.1109/TPAMI.2026.3688491 Sparse4D: Sparse-Based End-to-End Multi-Sensor Temporal Perception https://www.computer.org/csdl/journal/tp/2026/09/11498453/2g3CJnXusH6 08/12/2026 9:24 am PST http://doi.ieeecomputersociety.org/10.1109/TPAMI.2026.3688545 Bi3D++: Hybrid Bi-Domain Active Learning for Cross-Domain 3D Object Detection https://www.computer.org/csdl/journal/tp/2026/09/11498459/2g3CJXa2bPa 08/12/2026 9:24 am PST http://doi.ieeecomputersociety.org/10.1109/TPAMI.2026.3688543 Beyond Sparsity: Receptive Field Expansion and Cross-Task Fusion for LiDAR Multi-Task Perception https://www.computer.org/csdl/journal/tp/2026/09/11498465/2gc8QAX96sU 08/12/2026 9:25 am PST http://doi.ieeecomputersociety.org/10.1109/TPAMI.2026.3688337 ImagineNav++: Prompting Vision-Language Models as Embodied Navigator Through Scene Imagination https://www.computer.org/csdl/journal/tp/2026/09/11498592/2g3CKmmVA0o 08/12/2026 9:24 am PST http://doi.ieeecomputersociety.org/10.1109/TPAMI.2026.3688692 When ‘Yes’ Meets ‘But’: Can AI Comprehend Contradictory Humor in Comics? https://www.computer.org/csdl/journal/tp/2026/09/11498593/2gc8OWO6Fpu 08/12/2026 9:24 am PST http://doi.ieeecomputersociety.org/10.1109/TPAMI.2026.3688191 From Local to Global to Mechanistic: An iERF-Centered Unified Framework for Interpreting Vision Models https://www.computer.org/csdl/journal/tp/2026/09/11498646/2g6Wx8nZ0C4 08/12/2026 9:23 am PST http://doi.ieeecomputersociety.org/10.1109/TPAMI.2026.3688582 An Efficient Regenerated Cross-Modal Hashing: Improving Existing Hash Codes With the Arbitrary Length https://www.computer.org/csdl/journal/tp/2026/09/11498689/2g6WyYDwRA4 08/12/2026 9:26 am PST http://doi.ieeecomputersociety.org/10.1109/TPAMI.2026.3688816 Quantum Conflict Measurement in Decision Fusion for Out-of-Distribution Detection https://www.computer.org/csdl/journal/tp/2026/09/11498695/2g6WyGWIOYM 08/12/2026 9:25 am PST http://doi.ieeecomputersociety.org/10.1109/TPAMI.2026.3688924 Learned Optimal Visual Time-of-Flight Imaging With Fisher Information Guidance https://www.computer.org/csdl/journal/tp/2026/09/11498704/2g6WxWovuoM 08/12/2026 9:24 am PST http://doi.ieeecomputersociety.org/10.1109/TPAMI.2026.3688946 Boosting the Performance of Decentralized Federated Learning via Catalyst Acceleration https://www.computer.org/csdl/journal/tp/2026/09/11498707/2g6WyCFjSms 08/12/2026 9:25 am PST http://doi.ieeecomputersociety.org/10.1109/TPAMI.2026.3688672 Rethinking Link Prediction for Directed Graphs https://www.computer.org/csdl/journal/tp/2026/09/11498712/2g6WyiHINfa 08/12/2026 9:25 am PST http://doi.ieeecomputersociety.org/10.1109/TPAMI.2026.3688944 On the Limitations and Capabilities of Position Embeddings for Length Generalization https://www.computer.org/csdl/journal/tp/2026/09/11498715/2g6WynFpYf6 08/12/2026 9:25 am PST http://doi.ieeecomputersociety.org/10.1109/TPAMI.2026.3688702 Snapshot 3D Gaussian Splatting for Miniature Scenes https://www.computer.org/csdl/journal/tp/2026/09/11500537/2g6Wy7MrSTe 08/12/2026 9:24 am PST http://doi.ieeecomputersociety.org/10.1109/TPAMI.2026.3688999 Balanced Multi-View Clustering https://www.computer.org/csdl/journal/tp/2026/09/11500569/2g6Wxxxtdew 08/12/2026 9:23 am PST http://doi.ieeecomputersociety.org/10.1109/TPAMI.2026.3688728 ABIGX: A Unified Framework for Explainable Fault Detection and Classification https://www.computer.org/csdl/journal/tp/2026/09/11501742/2g6WxisK7U4 08/12/2026 9:23 am PST http://doi.ieeecomputersociety.org/10.1109/TPAMI.2026.3689327 Utility-Preserving Federated Graph Learning With Dual-Perspective Fairness https://www.computer.org/csdl/journal/tp/2026/09/11501798/2g6Wy37cDlu 08/12/2026 9:24 am PST http://doi.ieeecomputersociety.org/10.1109/TPAMI.2026.3689213 Learning Scene-Level Signed Directional Distance Function With Ellipsoidal Priors and Neural Residuals https://www.computer.org/csdl/journal/tp/2026/09/11502018/2g6WyUdBX3O 08/12/2026 9:26 am PST http://doi.ieeecomputersociety.org/10.1109/TPAMI.2026.3688658 PixOOD: Pixel-Level Out-of-Distribution Detection https://www.computer.org/csdl/journal/tp/2026/09/11503023/2g6WxK26xcA 08/12/2026 9:23 am PST http://doi.ieeecomputersociety.org/10.1109/TPAMI.2026.3688748 Gradient Normalization Enables Communication-Efficient Distributed Learning Under Initialization Data Heterogeneity https://www.computer.org/csdl/journal/tp/2026/09/11503442/2gdl92QD8OY 08/12/2026 9:24 am PST http://doi.ieeecomputersociety.org/10.1109/TPAMI.2026.3689520 MRCNet: Motion Reasoning Chain for Cross Modal Video Camouflaged Object Detection https://www.computer.org/csdl/journal/tp/2026/09/11503675/2gdl9Q4CdmE 08/12/2026 9:25 am PST http://doi.ieeecomputersociety.org/10.1109/TPAMI.2026.3689767 Advancing In-Context Learning for Efficient and Stable Medical Report Generation https://www.computer.org/csdl/journal/tp/2026/09/11503684/2gdAc13WpGM 08/12/2026 9:24 am PST http://doi.ieeecomputersociety.org/10.1109/TPAMI.2026.3689780 NVC-1B: Scaling up Neural Video Coding Models https://www.computer.org/csdl/journal/tp/2026/09/11505036/2gdAbQwvOgg 08/12/2026 9:24 am PST http://doi.ieeecomputersociety.org/10.1109/TPAMI.2026.3689998 Improved Residual Learning in Diffusion Models https://www.computer.org/csdl/journal/tp/2026/09/11505044/2gdAeiJcjx6 08/12/2026 9:25 am PST http://doi.ieeecomputersociety.org/10.1109/TPAMI.2026.3689939 Hierarchical Mesh Representation Learning With Spectral Dictionary Embedding https://www.computer.org/csdl/journal/tp/2026/09/11505045/2gdAbDtOCGs 08/12/2026 9:23 am PST http://doi.ieeecomputersociety.org/10.1109/TPAMI.2026.3690051 Autonomous Causal Discovery: Evaluating LLMs’ Priors and Constraint Strategies for Reliability https://www.computer.org/csdl/journal/tp/2026/09/11505050/2gdAe4qJ2jC 08/12/2026 9:25 am PST http://doi.ieeecomputersociety.org/10.1109/TPAMI.2026.3689960 Addressing Structural Distribution Shift in Explanations for Graph Neural Networks https://www.computer.org/csdl/journal/tp/2026/09/11505765/2gdAeC2LXji 08/12/2026 9:25 am PST http://doi.ieeecomputersociety.org/10.1109/TPAMI.2026.3690304 ThermalGaussian++: Improving Alignment and Resolution for ThermalGaussian https://www.computer.org/csdl/journal/tp/2026/09/11505796/2gdAdpKYEKs 08/12/2026 9:24 am PST http://doi.ieeecomputersociety.org/10.1109/TPAMI.2026.3689388 Task Graph Maximum Likelihood Estimation for Procedural Activity Understanding in Egocentric Videos https://www.computer.org/csdl/journal/tp/2026/09/11505801/2gdAcuH2jwk 08/12/2026 9:24 am PST http://doi.ieeecomputersociety.org/10.1109/TPAMI.2026.3689721 IntentQA: Intent Question Answering in Videos by Cognitive Context Reasoning https://www.computer.org/csdl/journal/tp/2026/09/11506215/2ggMtQ6ezw4 08/12/2026 9:25 am PST http://doi.ieeecomputersociety.org/10.1109/TPAMI.2026.3690561 DP-SfM: Dual-Pixel Structure-From-Motion Without Scale Ambiguity https://www.computer.org/csdl/journal/tp/2026/09/11506217/2ggMsl5tSXm 08/12/2026 9:24 am PST http://doi.ieeecomputersociety.org/10.1109/TPAMI.2026.3690655 OmniCharacter++: Toward Comprehensive Benchmark for Realistic Role-Playing Agents https://www.computer.org/csdl/journal/tp/2026/09/11506238/2ggMsBnIgSY 08/12/2026 9:24 am PST http://doi.ieeecomputersociety.org/10.1109/TPAMI.2026.3690447 Trusted Multi-View Learning Under Noisy Supervision https://www.computer.org/csdl/journal/tp/2026/09/11506241/2ggMs1yQHcc 08/12/2026 9:24 am PST http://doi.ieeecomputersociety.org/10.1109/TPAMI.2026.3690466 Fractal-Domain Vision Graph Neural Network for Remote Sensing Ground Target Classification https://www.computer.org/csdl/journal/tp/2026/09/11506252/2ggMrVlF1GE 08/12/2026 9:24 am PST http://doi.ieeecomputersociety.org/10.1109/TPAMI.2026.3690544 Simulating the Real World: A Unified Survey of Multimodal Generative Models https://www.computer.org/csdl/journal/tp/2026/09/11509284/2ggMscoa1OM 08/12/2026 9:24 am PST http://doi.ieeecomputersociety.org/10.1109/TPAMI.2026.3690925 The Sound of Water: Inferring Physical Properties From Pouring Liquids https://www.computer.org/csdl/journal/tp/2026/09/11509639/2ggTWbJsogM 08/12/2026 9:24 am PST http://doi.ieeecomputersociety.org/10.1109/TPAMI.2026.3690989 Dataset Distillation via a Noise-Unconstrained Generative Model https://www.computer.org/csdl/journal/tp/2026/09/11509640/2ggTXnVi76g 08/12/2026 9:25 am PST http://doi.ieeecomputersociety.org/10.1109/TPAMI.2026.3690778 Triple Spectral Fusion for Sensor-Based Human Activity Recognition https://www.computer.org/csdl/journal/tp/2026/09/11509656/2ggTVHvb2oM 08/12/2026 9:24 am PST http://doi.ieeecomputersociety.org/10.1109/TPAMI.2026.3690949 Zero-Shot Neural Network Evaluation With Sample-Wise Activation Patterns https://www.computer.org/csdl/journal/tp/2026/09/11511835/2giz3dzVx60 08/12/2026 9:23 am PST http://doi.ieeecomputersociety.org/10.1109/TPAMI.2026.3691075 Toward the Connection Between Activation Sparsity and Flat Minima https://www.computer.org/csdl/journal/tp/2026/09/11512085/2giz4HTON0Y 08/12/2026 9:25 am PST http://doi.ieeecomputersociety.org/10.1109/TPAMI.2026.3691379 Interpretable Semantic Medical Image Segmentation With Style and Confidence https://www.computer.org/csdl/journal/tp/2026/09/11513712/2gkdQbVId68 08/12/2026 9:24 am PST http://doi.ieeecomputersociety.org/10.1109/TPAMI.2026.3689564 Kernel Reboot: Breaking the Boundaries of Neural Tangent Kernels for Neural Fields https://www.computer.org/csdl/journal/tp/2026/09/11517220/2gswmmIiJm8 08/12/2026 9:26 am PST http://doi.ieeecomputersociety.org/10.1109/TPAMI.2026.3692624 RENI++: A Rotation-Equivariant, Scale-Invariant, Natural Illumination Prior https://www.computer.org/csdl/journal/tp/2026/09/11523168/2gAONb1MKR2 08/12/2026 9:24 am PST http://doi.ieeecomputersociety.org/10.1109/TPAMI.2026.3691593 MMA++: Effective Multi-Modal Adaptation for Vision-Language Models https://www.computer.org/csdl/journal/tp/2026/09/11534926/2gM5GrxwwV2 08/12/2026 9:23 am PST http://doi.ieeecomputersociety.org/10.1109/TPAMI.2026.3691448 Variational Bayesian Personalized Ranking https://www.computer.org/csdl/journal/tp/2026/08/11429075/2eOD3uMppN6 07/09/2026 11:58 pm PST http://doi.ieeecomputersociety.org/10.1109/TPAMI.2026.3672705 Adaptive Aggregation of Monte Carlo Augmented Decomposed Filters for Efficient Group-Equivariant Convolutional Neural Network https://www.computer.org/csdl/journal/tp/2026/08/11429096/2eOD3ONYSJi 07/10/2026 12:04 am PST http://doi.ieeecomputersociety.org/10.1109/TPAMI.2026.3672711 Survey of Computerized Adaptive Testing: A Machine Learning Perspective https://www.computer.org/csdl/journal/tp/2026/08/11429578/2eOD3gbud7q 07/09/2026 11:54 pm PST http://doi.ieeecomputersociety.org/10.1109/TPAMI.2026.3672850 Understanding Adversarial Imitation Learning in Small Sample Regime: A Stage-Coupled Analysis https://www.computer.org/csdl/journal/tp/2026/08/11433103/2eNCe0U8EYo 07/10/2026 12:02 am PST http://doi.ieeecomputersociety.org/10.1109/TPAMI.2026.3673238 Efficient Training of Large Vision Models via Advanced Automated Progressive Learning https://www.computer.org/csdl/journal/tp/2026/08/11433112/2eNCeicfBg4 07/13/2026 3:02 pm PST http://doi.ieeecomputersociety.org/10.1109/TPAMI.2026.3673336 Dual-CBA: Improving Online Continual Learning via Dual Continual Bias Adaptors From a Bi-level Optimization Perspective https://www.computer.org/csdl/journal/tp/2026/08/11433804/2ePhbqZpLGg 07/10/2026 12:38 am PST http://doi.ieeecomputersociety.org/10.1109/TPAMI.2026.3673777 Confidence-Aware Pseudo-Label Self-Correction for Weakly Supervised Visual Grounding https://www.computer.org/csdl/journal/tp/2026/08/11433810/2ePhbhsqURW 07/10/2026 12:33 am PST http://doi.ieeecomputersociety.org/10.1109/TPAMI.2026.3673741 Hyper-Compression: Model Compression via Hyperfunction https://www.computer.org/csdl/journal/tp/2026/08/11434864/2ePhaSR0zRe 07/10/2026 12:21 am PST http://doi.ieeecomputersociety.org/10.1109/TPAMI.2026.3673772 DGPDL: Domain-Guided Prompt Distribution Learning for Generalizable Face Anti-Spoofing https://www.computer.org/csdl/journal/tp/2026/08/11434999/2eUfPhLo0b6 07/09/2026 11:08 pm PST http://doi.ieeecomputersociety.org/10.1109/TPAMI.2026.3674204 ChatTracker: Enhancing Visual Tracking via LLM-Driven Iterative Description Refinement https://www.computer.org/csdl/journal/tp/2026/08/11435004/2eUfQa511mw 07/10/2026 12:19 am PST http://doi.ieeecomputersociety.org/10.1109/TPAMI.2026.3674357 From Channel Bias to Feature Redundancy: Uncovering the “Less is More” Principle in Few-Shot Learning https://www.computer.org/csdl/journal/tp/2026/08/11435301/2eUfPOrOlLG 07/09/2026 11:56 pm PST 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http://doi.ieeecomputersociety.org/10.1109/TPAMI.2026.3675018 Bridging Datasets and Hyperparameters: GCN-Based Link Prediction for Recommendation https://www.computer.org/csdl/journal/tp/2026/08/11435933/2eVUIlBoSWI 07/09/2026 11:06 pm PST http://doi.ieeecomputersociety.org/10.1109/TPAMI.2026.3675022 Collaborative Multi-Modal Coding for High-Quality 3D Generation https://www.computer.org/csdl/journal/tp/2026/08/11435937/2eVUK2Ptmxy 07/10/2026 12:44 am PST http://doi.ieeecomputersociety.org/10.1109/TPAMI.2026.3674943 Beyond Support Samples: Incorporating Unlabeled Queries for Few-Shot Semantic Segmentation https://www.computer.org/csdl/journal/tp/2026/08/11436101/2eVUIKG3Um4 07/09/2026 11:40 pm PST http://doi.ieeecomputersociety.org/10.1109/TPAMI.2026.3674742 Sparse Variational Information Bottleneck Gaussian Processes for Uncertainty Estimation https://www.computer.org/csdl/journal/tp/2026/08/11437540/2eVUIDE42yY 07/09/2026 11:23 pm PST 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