Journal & Article

Artificial Intelligence

I/F
# Journal I/F

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Consistency-Aware Anchor Pyramid Network for Crowd Localization
vol.48 iss.9 (2026) pp.15 Near-perfect Clustering Based on Recursive Binary Splitting Using Max-MMD
vol.48 iss.9 (2026) pp.14 Neural Network Optimization Reimagined: Decoupled Techniques for Scratch and Fine-Tuning
vol.48 iss.9 (2026) pp.14 Strength-Adaptive Adversarial Training
vol.48 iss.9 (2026) pp.13 GSPNet: Graph Spectral Projection Network Using Learnable Spectral Transformation
vol.48 iss.9 (2026) pp.18 Learning When and How to Update Memory for Video Object Segmentation
vol.48 iss.9 (2026) pp.18 Fast and Distributed Equivariant Graph Neural Networks by Virtual Node Learning
vol.48 iss.9 (2026) pp.15 Enhancing Value Decomposition With Target Transformation in Cooperative Multi-Agent Reinforcement Learning
vol.48 iss.9 (2026) pp.17 DECODE: Domain-Aware Continual Domain Expansion for Motion Prediction
vol.48 iss.9 (2026) pp.16 Local Duality for Sparse Support Vector Machines
vol.48 iss.9 (2026) pp.16 SRFormerV2: Taking a Closer Look at Permuted Self-Attention for Image Super-Resolution
vol.48 iss.9 (2026) pp.15 Matrix Commitment-Based Ownership Verification for Distributed Machine Learning
vol.48 iss.9 (2026) pp.19 An Efficient Regenerated Cross-Modal Hashing: Improving Existing Hash Codes With the Arbitrary Length
vol.48 iss.9 (2026) pp.19 Suppressing Gradient Conflict for Generalizable Deepfake Detection
vol.48 iss.9 (2026) pp.13 MMA++: Effective Multi-Modal Adaptation for Vision-Language Models
vol.48 iss.9 (2026) pp.15 Continual Test-Time Training on Graphs via Adaptive Prompts Integration
vol.48 iss.9 (2026) pp.13 Learning Evolution via Optimization Knowledge Adaptation
vol.48 iss.9 (2026) pp.18 Learning Spatial-Temporal Coherent Correlations for Speech-Preserving Facial Expression Manipulation
vol.48 iss.9 (2026) pp.16 Contrastive Mixture Diffusion Models
vol.48 iss.9 (2026) pp.13 Learning Disentangled Representations for Generalized Multi-View Clustering
vol.48 iss.9 (2026) pp.15 Interpretable Semantic Medical Image Segmentation With Style and Confidence
vol.48 iss.9 (2026) pp.14 Task Graph Maximum Likelihood Estimation for Procedural Activity Understanding in Egocentric Videos
vol.48 iss.9 (2026) pp.17 NVC-1B: Scaling up Neural Video Coding Models
vol.48 iss.9 (2026) pp.16 Quantum Conflict Measurement in Decision Fusion for Out-of-Distribution Detection
vol.48 iss.9 (2026) pp.19 When ‘Yes’ Meets ‘But’: Can AI Comprehend Contradictory Humor in Comics?
vol.48 iss.9 (2026) pp.15 Fractal-Domain Vision Graph Neural Network for Remote Sensing Ground Target Classification
vol.48 iss.9 (2026) pp.13 From Convergence to Generalization: Stability of Stationary-Point Learning Algorithms
vol.48 iss.9 (2026) pp.12 Box-Free Model Watermarks are Prone to Black-Box Removal Attacks
vol.48 iss.9 (2026) pp.13 Beyond Sparsity: Receptive Field Expansion and Cross-Task Fusion for LiDAR Multi-Task Perception
vol.48 iss.9 (2026) pp.12 Autonomous Causal Discovery: Evaluating LLMs’ Priors and Constraint Strategies for Reliability
vol.48 iss.9 (2026) pp.17 MRCNet: Motion Reasoning Chain for Cross Modal Video Camouflaged Object Detection
vol.48 iss.9 (2026) pp.16 Snapshot 3D Gaussian Splatting for Miniature Scenes
vol.48 iss.9 (2026) pp.14 PixOOD: Pixel-Level Out-of-Distribution Detection
vol.48 iss.9 (2026) pp.13 YOTO++: Learning Long-Horizon Closed-Loop Bimanual Manipulation From One-Shot Human Video Demonstrations
vol.48 iss.9 (2026) pp.18 MuSc-V2: Zero-Shot Multimodal Industrial Anomaly Classification and Segmentation With Mutual Scoring of Unlabeled Samples
vol.48 iss.9 (2026) pp.15 ThermalGaussian++: Improving Alignment and Resolution for ThermalGaussian
vol.48 iss.9 (2026) pp.16 From Local to Global to Mechanistic: An iERF-Centered Unified Framework for Interpreting Vision Models
vol.48 iss.9 (2026) pp.17 Gradient Normalization Enables Communication-Efficient Distributed Learning Under Initialization Data Heterogeneity
vol.48 iss.9 (2026) pp.13 Sparse4D: Sparse-Based End-to-End Multi-Sensor Temporal Perception
vol.48 iss.9 (2026) pp.18 Rethinking Link Prediction for Directed Graphs
vol.48 iss.9 (2026) pp.17 Dataset Distillation via a Noise-Unconstrained Generative Model
vol.48 iss.9 (2026) pp.18 Trusted Multi-View Learning Under Noisy Supervision
vol.48 iss.9 (2026) pp.17 On the Limitations and Capabilities of Position Embeddings for Length Generalization
vol.48 iss.9 (2026) pp.12 Triple Spectral Fusion for Sensor-Based Human Activity Recognition
vol.48 iss.9 (2026) pp.18 Toward the Connection Between Activation Sparsity and Flat Minima
vol.48 iss.9 (2026) pp.15 Hierarchical Mesh Representation Learning With Spectral Dictionary Embedding
vol.48 iss.9 (2026) pp.17 ABIGX: A Unified Framework for Explainable Fault Detection and Classification
vol.48 iss.9 (2026) pp.18 Causality-Preserving Domain Generalization via Adaptive Fourier Mixup for RUL Prediction
vol.48 iss.9 (2026) pp.16 Kernel Reboot: Breaking the Boundaries of Neural Tangent Kernels for Neural Fields
vol.48 iss.9 (2026) pp.18 OmniCharacter++: Toward Comprehensive Benchmark for Realistic Role-Playing Agents
vol.48 iss.9 (2026) pp.18