Journal & Article

Artificial Intelligence

I/F
# Journal I/F

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

DFormer++: Improving RGBD Representation Learning for Semantic Segmentation
vol.48 iss.7 (2026) pp.14 Diffusion Models and Representation Learning: A Survey
vol.48 iss.7 (2026) pp.20 An Algebraic Geometry Approach to Viewing Graph Solvability
vol.48 iss.7 (2026) pp.12 Hierarchical Information Embeddings With Neural ODEs for Personalized Federated Learning
vol.48 iss.7 (2026) pp.17 Calibrating Biased Distribution in VFM-Derived Latent Space via Cross-Domain Geometric Consistency
vol.48 iss.7 (2026) pp.18 CLIP-Actor-X: Text-Driven 4D Human Avatar Generation via Cross-Modal Synthesis-Through-Optimization
vol.48 iss.7 (2026) pp.13 DrivingGaussian++: Toward Realistic Reconstruction and Editable Simulation for Surrounding Dynamic Driving Scenes
vol.48 iss.7 (2026) pp.18 Disentangling Consistent and Specific Information for Double Incomplete Multi-View Multi-Label Classification
vol.48 iss.7 (2026) pp.14 Out-of-Distribution-Resistant Evaluations for Explanations of Graph Neural Networks
vol.48 iss.7 (2026) pp.19 Reason-Align-Respond: Aligning LLM Reasoning With Knowledge Graphs for KGQA
vol.48 iss.7 (2026) pp.14 50 Years of Automated Face Recognition
vol.48 iss.7 (2026) pp.21 Aligning Few-Step Diffusion Models With Dense Reward Difference Learning
vol.48 iss.7 (2026) pp.12 Attribution Explanations for Deep Neural Networks: A Theoretical Perspective
vol.48 iss.7 (2026) pp.20 Deployment Prior Injection for Run-Time Re-Biasable Object Detection
vol.48 iss.7 (2026) pp.13 Enhancing Multi-View Clustering: A Sufficient Information-Theoretic Approach for Consistency Acquisition and Redundancy Elimination
vol.48 iss.7 (2026) pp.16 Consistent and Controllable Image Animation With Linear Motion Diffusion Transformers
vol.48 iss.7 (2026) pp.15 DREAM: A Benchmark Study for Deepfake PhotoRealism AssessMent
vol.48 iss.7 (2026) pp.16 DOtA++: Unsupervisely and Collaboratively Detect Objects From Multi-Agent Observations With Multi-Modal Prior Constraints
vol.48 iss.7 (2026) pp.18 AdvDiffusion: Adversarial Patches Generation for Face Recognition With High Transferability in Physical Domain
vol.48 iss.7 (2026) pp.18 STCF: Multi-View Clustering for Spatial Transcriptomics Based on Cross-View Fusion
vol.48 iss.7 (2026) pp.18 Soft Label Pruning and Quantization for Large-Scale Dataset Distillation
vol.48 iss.7 (2026) pp.13 Beyond Heat Dissipation: Optimizing Diffusion Models in Frequency Domain
vol.48 iss.7 (2026) pp.16 FlowTurbo: Accelerating Flow-Based Image Generation Models via Multi-Stage Refinement
vol.48 iss.7 (2026) pp.14 Safe Fairness Guarantees Without Demographics in Classification: Spectral Uncertainty Set Perspective
vol.48 iss.7 (2026) pp.11 Learning Compact Semantic Information and Reliable Pseudo-Labels for Incomplete Multi-View Multi-Label Classification
vol.48 iss.7 (2026) pp.15 Tail Task Risk Minimization in Meta-Learning From Theoretical Advances to Practical Strategies
vol.48 iss.7 (2026) pp.17 MC#: Mixture Compressor for Mixture-of-Experts Large Models
vol.48 iss.7 (2026) pp.15 DNGaussian++: Improving Sparse-View Gaussian Radiance Fields With Depth Normalization
vol.48 iss.7 (2026) pp.18 Brightness-Aware Synthetic-to-Real Learning for Nighttime Hazy Image Enhancement
vol.48 iss.7 (2026) pp.16 Codebook Transfer With Vision-to-Language Translation for Vector Quantization
vol.48 iss.7 (2026) pp.18 Efficient Point Cloud Processing With High-Dimensional Positional Encoding and Non-Local MLPs
vol.48 iss.7 (2026) pp.18 Enhancing MMDiT-Based Text-to-Image Models for Similar Subject Generation
vol.48 iss.7 (2026) pp.15 Penny-Wise and Pound-Foolish in AI-Generated Image Detection
vol.48 iss.7 (2026) pp.13 Toward a Unified Complementary Fusion Framework for Robust Polarimetric Imaging
vol.48 iss.7 (2026) pp.15 Alignment-Invertibility Regularization for Explainable Neural Networks
vol.48 iss.7 (2026) pp.14 FreeSplat++: Generalizable 3D Gaussian Splatting for Efficient Indoor Scene Reconstruction
vol.48 iss.7 (2026) pp.17 D2S-RSG-SSD: Dual Double-Sampling With Random Sub-Samples Generation for Self-Supervised Real Image Denoising
vol.48 iss.7 (2026) pp.18 Toward the Spectral Bias Alleviation by Normalizations in Coordinate Networks
vol.48 iss.7 (2026) pp.18 A Natural Language Guided Approach for Blind Face Restoration: Methodology and Dataset
vol.48 iss.7 (2026) pp.18 Generalized Distribution Aggregation Protocol for Federated Statistical Heterogeneity
vol.48 iss.7 (2026) pp.15 Collaborative Feedback Discriminative Propagation for Video Super-Resolution
vol.48 iss.7 (2026) pp.11 On the Adversarial Transferability of Generalized “Skip Connections”
vol.48 iss.7 (2026) pp.13 SSD: Making Face Forgery Clues Evident Again With Self-Steganographic Detection
vol.48 iss.7 (2026) pp.16 Reservoir-Based Graph Convolutional Networks
vol.48 iss.7 (2026) pp.15 Graph-Embedded Deep Generative Clustering for Single-Cell Multi-Omics Data Integration
vol.48 iss.7 (2026) pp.12 UDFStudio: A Unified Framework of Datasets, Benchmarks and Generative Models for Unsigned Distance Functions
vol.48 iss.7 (2026) pp.18 Winsor-CAM: Human-Tunable Visual Explanations From Deep Networks via Layer-Wise Winsorization
vol.48 iss.7 (2026) pp.18 Velocity Disambiguation for Video Frame Interpolation
vol.48 iss.7 (2026) pp.16 Spatio-Temporal Decoupled Knowledge Compensator for Few-Shot Action Recognition
vol.48 iss.7 (2026) pp.15 Local Causal Discovery With Background Knowledge
vol.48 iss.7 (2026) pp.12