Journal & Article

Artificial Intelligence

I/F
# Journal I/F

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Social Reasoning-Aware Trajectory Prediction via Multimodal Language Model
vol.48 iss.6 (2026) pp.18 Toward Enhanced Representation Learning for Single-Source Domain Generalization in LiDAR Semantic Segmentation
vol.48 iss.6 (2026) pp.18 Positive Data Augmentation Based on Manifold Heuristic Optimization for Image Classification
vol.48 iss.6 (2026) pp.18 Isolating Interference Factors for Robust Cloth-Changing Person Re-Identification
vol.48 iss.6 (2026) pp.18 Parameter-Efficient Fine-Tuning Methods for Pretrained Language Models: A Critical Review and Assessment
vol.48 iss.6 (2026) pp.20 Vocabulary-Free Image Classification and Semantic Segmentation
vol.48 iss.6 (2026) pp.12 Improving Subgraph Extraction for Graph Invariant Learning via Graph Sinkhorn Attention
vol.48 iss.6 (2026) pp.17 Scalable Semi-Supervised Learning With Discriminative Label Propagation and Correction
vol.48 iss.6 (2026) pp.18 Like Human Rethinking: Contour Transformer AutoRegression for Referring Remote Sensing Interpretation
vol.48 iss.6 (2026) pp.18 Self-Supervised AI-Generated Image Detection: A Camera Metadata Perspective
vol.48 iss.6 (2026) pp.16 Momentor++: Advancing Video Large Language Models With Fine-Grained Long Video Reasoning
vol.48 iss.6 (2026) pp.17 CAKGE: Context-Aware Adaptive Learning for Dynamic Knowledge Graph Embeddings
vol.48 iss.6 (2026) pp.16 Learning-Based Multi-View Stereo: A Survey
vol.48 iss.6 (2026) pp.20 Generalizable Egocentric Task Verification via Cross-Modal Hybrid Hypergraph Matching
vol.48 iss.6 (2026) pp.18 Semantic Contrast for Domain-Robust Underwater Image Quality Assessment
vol.48 iss.6 (2026) pp.18 Enhance Before Fusion: Multi-View Graph Clustering With Graph Trend Filter
vol.48 iss.6 (2026) pp.17 Defying Distractions in Multimodal Tasks: A Novel Benchmark for Large Vision-Language Models
vol.48 iss.6 (2026) pp.18 Evaluating and Mitigating Relationship Hallucinations in Large Vision-Language Models
vol.48 iss.6 (2026) pp.15 A General Image Fusion Approach Exploiting Gradient Transfer Learning and Fusion Rule Unfolding
vol.48 iss.6 (2026) pp.18 First-Order Cross-Domain Meta Learning for Few-Shot Remote Sensing Object Classification
vol.48 iss.6 (2026) pp.15 Adversarial Imitation Learning With General Function Approximation: Theoretical Analysis and Practical Algorithms
vol.48 iss.6 (2026) pp.13 Wasserstein Distances Made Explainable: Insights Into Dataset Shifts and Transport Phenomena
vol.48 iss.6 (2026) pp.14 Unifying Multi-Modal Hair Editing via Proxy Feature Blending
vol.48 iss.6 (2026) pp.18 Abstracting Concept-Changing Rules for Solving Raven’s Progressive Matrix Problems
vol.48 iss.6 (2026) pp.12 Active Adversarial Noise Suppression for Image Forgery Localization
vol.48 iss.6 (2026) pp.15 Goal-Oriented Dynamic Weight Optimization for Multi-Object Navigation
vol.48 iss.6 (2026) pp.18 DSNeRF: Dynamic View Synthesis for Ultra-Fast Scenes From Continuous Spike Streams
vol.48 iss.6 (2026) pp.18 Representation Learning for Tabular Data: A Comprehensive Survey
vol.48 iss.6 (2026) pp.21 Exploring Security Vulnerabilities in Multilingual Speech Translation Systems via Deceptive Inputs
vol.48 iss.6 (2026) pp.16 Fine-Grained Alignment Supervision Matters in Vision-and-Language Navigation
vol.48 iss.6 (2026) pp.16 Deeply Learned Robust Matrix Completion for Large-Scale Low-Rank Data Recovery
vol.48 iss.6 (2026) pp.16 Allies Teach Better Than Enemies: Inverse Adversaries for Robust Knowledge Distillation
vol.48 iss.6 (2026) pp.13 FC$^{2}$2: Fast Co-Clustering With Small-Scale Similarity Graph and Bipartite Graph Learning
vol.48 iss.6 (2026) pp.17 Toward Real-World Holistic Privacy-Preserving Person Re-Identification
vol.48 iss.6 (2026) pp.14 ZUMA: Training-Free Zero-Shot Unified Multimodal Anomaly Detection
vol.48 iss.6 (2026) pp.14 NAP-Tuning: Neural Augmented Prompt Tuning for Adversarially Robust Vision-Language Models
vol.48 iss.6 (2026) pp.13 All-in-One Transformer for Image Restoration Under Adverse Weather Degradations
vol.48 iss.6 (2026) pp.14 EvTexture++: Event-Driven Texture Enhancement for Video Super-Resolution
vol.48 iss.6 (2026) pp.18 SEGA: A Transferable Signed Ensemble Gaussian Black-Box Attack Against No-Reference Image Quality Assessment Models
vol.48 iss.6 (2026) pp.13 A CUR Decomposition-Based Mix-Order Framework for Large-Scale Hypergraph Matching
vol.48 iss.6 (2026) pp.17 Evolving Markov Chains: Online Mode Discovery and Recognition From Data Streams
vol.48 iss.6 (2026) pp.13 Dynamical Causality Under Latent Confounders for Biological Network Reconstruction
vol.48 iss.6 (2026) pp.17 GCL-MIH: A Generative-Based Coverless Multi-Image Hiding Method
vol.48 iss.6 (2026) pp.15 ATRNet-STAR: A Large Dataset and Benchmark Toward Remote Sensing Object Recognition in the Wild
vol.48 iss.6 (2026) pp.19 Task-Specific Directions: Definition, Exploration, and Utilization in Parameter Efficient Fine-Tuning
vol.48 iss.6 (2026) pp.17 Robust Matrix Completion With Deterministic Sampling via Convex Optimization
vol.48 iss.6 (2026) pp.15 Privacy-Preserving Model Transcription With Differentially Private Synthetic Distillation
vol.48 iss.6 (2026) pp.13 Prompt Disentanglement via Language Guidance and Representation Alignment for Domain Generalization
vol.48 iss.6 (2026) pp.18 ASIL: Augmented Structural Information Learning for Deep Graph Clustering in Hyperbolic Space
vol.48 iss.6 (2026) pp.18 Jailbreak and Guard Aligned Language Models With Only Few In-Context Demonstrations
vol.48 iss.6 (2026) pp.12