Anomaly Detection

FastRecon: Few-shot Industrial Anomaly Detection via Fast Feature Reconstruction ICCV 2023 Feature Prediction Diffusion Model for Video Anomaly Detection ICCV 2023 Focus the Discrepancy: Intra- and Inter-Correlation Learning for Image Anomaly Detection ICCV 2023 Frequency-dependent Image Reconstruction Error for Micro Defect Detection ACML 2023 GADBench: Revisiting and Benchmarking Supervised Graph Anomaly Detection NeurIPS 2023 Generating Anomalies for Video Anomaly Detection With Prompt-Based Feature Mapping CVPR 2023 GenImage: A Million-Scale Benchmark for Detecting AI-Generated Image NeurIPS 2023 Gold: A Global and Local-aware Denoising Framework for Commonsense Knowledge Graph Noise Detection EMNLP 2023 Graph Anomaly Detection via Multi-Scale Contrastive Learning Networks with Augmented View AAAI 2023 HiBug: On Human-Interpretable Model Debug NeurIPS 2023 Hierarchical Fine-Grained Image Forgery Detection and Localization CVPR 2023 Hierarchical Semantic Contrast for Scene-Aware Video Anomaly Detection CVPR 2023 Hierarchical Vector Quantized Transformer for Multi-class Unsupervised Anomaly Detection NeurIPS 2023 Image-Consistent Detection of Road Anomalies As Unpredictable Patches WACV 2023 Implicit Identity Leakage: The Stumbling Block to Improving Deepfake Detection Generalization CVPR 2023 Improving Robustness of Vision Transformers by Reducing Sensitivity To Patch Corruptions CVPR 2023 Interpreting Unsupervised Anomaly Detection in Security via Rule Extraction NeurIPS 2023 Inter-Realization Channels: Unsupervised Anomaly Detection Beyond One-Class Classification ICCV 2023 Invariant Anomaly Detection under Distribution Shifts: A Causal Perspective NeurIPS 2023 Kernel QuantTree ICML 2023 Key Feature Replacement of In-Distribution Samples for Out-of-Distribution Detection AAAI 2023 Learning Deep Hierarchical Features with Spatial Regularization for One-Class Facial Expression Recognition AAAI 2023 Learning Event-Relevant Factors for Video Anomaly Detection AAAI 2023 Learning on Gradients: Generalized Artifacts Representation for GAN-Generated Images Detection CVPR 2023 Lightweight Video Denoising Using Aggregated Shifted Window Attention WACV 2023