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Anomaly Detection

907 directly classified papers

Papers per year

Papers

InTimeAD: Interactive Time Series Anomaly Detection AAAI 2026
GS-Checker: Tampering Localization for 3D Gaussian Splatting AAAI 2026
WDT-MD: Wavelet Diffusion Transformers for Microaneurysm Detection in Fundus Images AAAI 2026
SAFE: Semantic- and Frequency-Enhanced Curriculum for Cross-Domain Deepfake Detection AAAI 2026
ICONIC-444: A 3.1-Million-Image Dataset for OOD Detection Research WACV 2026
Unseen Visual Anomaly Generation CVPR 2025
DecAD: Decoupling Anomalies in Latent Space for Multi-Class Unsupervised Anomaly Detection ICCV 2025
LEGION: Learning to Ground and Explain for Synthetic Image Detection ICCV 2025
FE-CLIP: Frequency Enhanced CLIP Model for Zero-Shot Anomaly Detection and Segmentation ICCV 2025
Odd-One-Out: Anomaly Detection by Comparing with Neighbors CVPR 2025
Borrowing Eyes for the Blind Spot: Overcoming Data Scarcity in Malicious Video Detection via Cross-Domain Retrieval Augmentation ICCV 2025
D3: Training-Free AI-Generated Video Detection Using Second-Order Features ICCV 2025
Revisiting Point Cloud Completion: Are We Ready For The Real-World? ICCV 2025
D3QE: Learning Discrete Distribution Discrepancy-aware Quantization Error for Autoregressive-Generated Image Detection ICCV 2025
Filter or Compensate: Towards Invariant Representation from Distribution Shift for Anomaly Detection AAAI 2025
Large Language Models for Anomaly and Out-of-Distribution Detection: A Survey NAACL 2025
DriftRemover: Hybrid Energy Optimizations for Anomaly Images Synthesis and Segmentation IJCAI 2025
DASH: Detection and Assessment of Systematic Hallucinations of VLMs ICCV 2025
Anomize: Better Open Vocabulary Video Anomaly Detection CVPR 2025
PO3AD: Predicting Point Offsets toward Better 3D Point Cloud Anomaly Detection CVPR 2025
MANTA: A Large-Scale Multi-View and Visual-Text Anomaly Detection Dataset for Tiny Objects CVPR 2025
PIAD: Pose and Illumination agnostic Anomaly Detection CVPR 2025
OralXrays-9: Towards Hospital-Scale Panoramic X-ray Anomaly Detection via Personalized Multi-Object Query-Aware Mining CVPR 2025
DFM: Differentiable Feature Matching for Anomaly Detection CVPR 2025
Aligning Effective Tokens with Video Anomaly in Large Language Models ICCV 2025