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anomaly detection

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Papers

Demeaned Sparse: Efficient Anomaly Detection by Residual Estimate ICML 2025 Detecting Omissions in LLM-Generated Medical Summaries EMNLP 2025 DFM: Differentiable Feature Matching for Anomaly Detection CVPR 2025 DiL: An Explainable and Practical Metric for Abnormal Uncertainty in Object Detection WACV 2025 Dinomaly: The Less Is More Philosophy in Multi-Class Unsupervised Anomaly Detection CVPR 2025 Disentangling Tabular Data Towards Better One-Class Anomaly Detection AAAI 2025 Distribution Prototype Diffusion Learning for Open-set Supervised Anomaly Detection CVPR 2025 DriftRemover: Hybrid Energy Optimizations for Anomaly Images Synthesis and Segmentation IJCAI 2025 DRL: Decomposed Representation Learning for Tabular Anomaly Detection ICLR 2025 Dual-Interrelated Diffusion Model for Few-Shot Anomaly Image Generation CVPR 2025 Dynamic Neighborhood Modeling via Node-Subgraph Contrastive Learning for Graph-Based Fraud Detection AAAI 2025 Effective and Efficient Representation Learning for Flight Trajectories AAAI 2025 Efficient Anomaly Detection of Irregular Sequences in Ct-Echo Model Space AAAI 2025 Exploiting Self-Refining Normal Graph Structures for Robust Defense against Unsupervised Adversarial Attacks IJCAI 2025 Exploring Intrinsic Normal Prototypes within a Single Image for Universal Anomaly Detection CVPR 2025 Exploring the Relationship Between Samples and Masks for Robust Defect Localization AAAI 2025 FE-CLIP: Frequency Enhanced CLIP Model for Zero-Shot Anomaly Detection and Segmentation ICCV 2025 FedDLAD: A Federated Learning Dual-Layer Anomaly Detection Framework for Enhancing Resilience Against Backdoor Attacks IJCAI 2025 Filter or Compensate: Towards Invariant Representation from Distribution Shift for Anomaly Detection AAAI 2025 FIND: Few-Shot Anomaly Inspection with Normal-Only Multi-Modal Data ICCV 2025 Finding Dino: A Plug-and-Play Framework for Zero-Shot Detection of Out-of-Distribution Objects using Prototypes WACV 2025 FlexUOD: The Answer to Real-world Unsupervised Image Outlier Detection CVPR 2025 Free Lunch of Image-mask Alignment for Anomaly Image Generation and Segmentation IJCAI 2025 FUN-AD: Fully Unsupervised Learning for Anomaly Detection with Noisy Training Data WACV 2025 G2SF: Geometry-Guided Score Fusion for Multimodal Industrial Anomaly Detection ICCV 2025