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Anomaly Detection

907 directly classified papers

Papers per year

Papers

EVAL: Explainable Video Anomaly Localization CVPR 2023
Towards Universal Fake Image Detectors That Generalize Across Generative Models CVPR 2023
WinCLIP: Zero-/Few-Shot Anomaly Classification and Segmentation CVPR 2023
Out-of-Distribution Detection for Monocular Depth Estimation ICCV 2023
Contrastive Pseudo Learning for Open-World DeepFake Attribution ICCV 2023
Explicit Boundary Guided Semi-Push-Pull Contrastive Learning for Supervised Anomaly Detection CVPR 2023
Projection Regret: Reducing Background Bias for Novelty Detection via Diffusion Models NIPS 2023
GADBench: Revisiting and Benchmarking Supervised Graph Anomaly Detection NIPS 2023
Dream the Impossible: Outlier Imagination with Diffusion Models NIPS 2023
ADGym: Design Choices for Deep Anomaly Detection NIPS 2023
GenImage: A Million-Scale Benchmark for Detecting AI-Generated Image NIPS 2023
Self-Supervised Video Forensics by Audio-Visual Anomaly Detection CVPR 2023
Video Event Restoration Based on Keyframes for Video Anomaly Detection CVPR 2023
Transferable Adversarial Attacks on Vision Transformers With Token Gradient Regularization CVPR 2023
Hierarchical Vector Quantized Transformer for Multi-class Unsupervised Anomaly Detection NIPS 2023
Invariant Anomaly Detection under Distribution Shifts: A Causal Perspective NIPS 2023
HiBug: On Human-Interpretable Model Debug NIPS 2023
Exploiting Completeness and Uncertainty of Pseudo Labels for Weakly Supervised Video Anomaly Detection CVPR 2023
DeSTSeg: Segmentation Guided Denoising Student-Teacher for Anomaly Detection CVPR 2023
FastRecon: Few-shot Industrial Anomaly Detection via Fast Feature Reconstruction ICCV 2023
Real3D-AD: A Dataset of Point Cloud Anomaly Detection NIPS 2023
Zero-Shot Anomaly Detection via Batch Normalization NIPS 2023
PAD: A Dataset and Benchmark for Pose-agnostic Anomaly Detection NIPS 2023
Energy-Based Models for Anomaly Detection: A Manifold Diffusion Recovery Approach NIPS 2023
Truncated Affinity Maximization: One-class Homophily Modeling for Graph Anomaly Detection NIPS 2023