Anomaly Detection

DE-CLIP: Few-Shot Anomaly Detection via Difference-Guided Embedding Editing ACL 2026 DeepfakeImpact: A Two-Stage Benchmark with Real-World Impact in Deepfake Detection CVPR 2026 Defect Cue-Preserved Structural Feature Refinement for Few-Shot Anomaly Detection CVPR 2026 Denoise, Divide, Distill, and Predict (D3P): Towards Forecasting Long-horizon Real-world Anomaly from Normalcy WACV 2026 Detecting AI-Generated Forgeries via Iterative Manifold Deviation Amplification CVPR 2026 DiffusionFF: A Diffusion-based Framework for Joint Face Forgery Detection and Fine-Grained Artifact Localization CVPR 2026 DMS2F-HAD: A Dual-branch Mamba-based Spatial-Spectral Fusion Network for Hyperspectral Anomaly Detection WACV 2026 DOODLE: Diffusion-based Out-of-Distribution Learning for Open-set LiDAR Semantic Segmentation WACV 2026 DSP-PCQA: Integrating Multiple Perception Preferences for Point Cloud Quality Assessment AAAI 2026 Dual-Branch Asymmetric Discrepancy Learning Based on Fake Image Pattern-Coexistence for AI-Generated Image Detection AAAI 2026 DySy-Det: A Synergistic Framework with Dynamic Reconstruction-Path Consistency for AI-Generated Image Detection AAAI 2026 EARG-Net: Edge-Aware Reconstruction-Guided Network for Image Manipulation Detection and Localization AAAI 2026 Enhancing Reverse Distillation with Core Exemplar Learning for Unified Multi-Class Anomaly Detection WACV 2026 Error Slice Discovery via Manifold Compactness AAAI 2026 Explainable Synthetic Image Detection Through Diffusion Timestep Ensembling AAAI 2026 Exposing DeepFakes via Hyperspectral Domain Mapping (Student Abstract) AAAI 2026 FDP: A Frequency-Decomposition Preprocessing Pipeline for Unsupervised Anomaly Detection in Brain MRI AAAI 2026 FIND: A Simple Yet Effective Baseline for Diffusion-Generated Image Detection AAAI 2026 Finding Time Series Anomalies Using Granular-Ball Vector Data Description AAAI 2026 Fine-VAD: Towards Fine-Grained Video Anomaly Detection via Progressive Cross-Granularity Learning CVPR 2026 Frequency Mining Empowered by Text Aggregation: A New Perspective on Document Image Tampering Detection AAAI 2026 Fused Similarity Measure Based Alignment with Dual-Scale Adaptive Selection for Weakly Supervised Video Anomaly Detection WACV 2026 FVBench: Benchmarking Deepfake Video Detection Capability of Large Multimodal Models CVPR 2026 Generating Attribution Reports for Manipulated Facial Images: A Dataset and Baseline ACL 2026 Geometry-Aligned and Anomaly-Aware Reconstruction for 3D Anomaly Detection CVPR 2026