Journal

IEEE Transactions on Pattern Analysis and Machine Intelligence

0162-8828 · Institute of Electrical and Electronics Engineers (IEEE)

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Reliable Uncertainty Estimation via Discriminative Feature Learning for Evidential Deep Classification

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Language-4D Cross-Boosting for Generalized Zero-Shot 6DoF Tracking and 3D Reconstruction

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PCBClip: Vision-Language Defect Detection Model for Low-Sample Inspection Systems

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Robust 3D Semantic Occupancy Prediction With Calibration-Free Spatial Transformation

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Image Restoration via Multi-Domain Learning

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A Theoretical Characterization of the Good Properties of Extremely Randomized Trees for Random Forest-Distance Computation

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Revisiting InternVL: A Systematic Technical Framework for Building Powerful Open-Source Vision-Language Models

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Improving Viewpoint Robustness for Visual Recognition via Adversarial Training

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Robust Model Fitting via Motion-Aware Pyramid Transformer-Guided Preference Filtering and Consensus Smoothing

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Raising the Bar in Graph OOD Generalization: Invariant Learning Beyond Explicit Environment Modeling

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A Comprehensive Survey on Multimodal Recommender Systems: Taxonomy, Evaluation, and Future Directions

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UniMM: A Unified Mixture Model Framework for Multi-Agent Simulation

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SJD++: Improved Speculative Jacobi Decoding for Training-Free Acceleration of Discrete Auto-Regressive Text-to-Image Generation

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HardFlow: Hard-Constrained Sampling for Flow-Matching Models via Trajectory Optimization

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Industrial Brain: Self-Evolving Neuro-Symbolic Autonomy With Causal Resilience for Cyber-Physical Systems

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Adaptive Hardness-Driven Dictionary Distillation for Incomplete Streaming View Clustering

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DiRIC: Diffusion Prior Refinement for Efficient Low-Rate Image Compression

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Mixture of Global and Local Experts With Diffusion Transformer for Controllable Face Generation

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Breathing New Life Into Small Object Detection With Detection-Oriented Rectification

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Task-KV: Task-Aware KV Cache Optimization via Semantic Differentiation of Attention Heads

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Adaptive Variational Inference: Beyond Bethe, Tree-Reweighted, and Convex Free Energies

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Looking Broader for Knowledge Distillation via Receptive-Field Alignment

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Enhancing X-Ray Image Classification Through Heterogeneous Federated Learning With Natural Image-Augmented Models

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Achieving Text-Based Person Retrieval With Any Granularity

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Person-in-WiFi 3D: Unified Model for 3D WiFi Perception

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Efficient Inference for Large Reasoning Models: A Survey

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Single-Stage Instance Segmentation Survey: A “1+2+3” Technical Framework

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Complete Fuzzy Knowledge Representation With Knowledge Graph Embedding

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Benchmarking the Robustness of Autonomous Driving to Environmental Illusions: A Lane Perception Perspective

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Learning Topology-Aware Representations via Test-Time Adaptation for Anomaly Segmentation

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