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Anomaly Detection

907 directly classified papers

Papers per year

Papers

A General Framework For Detecting Anomalous Inputs to DNN Classifiers ICML 2021
Natural Adversarial Examples CVPR 2021
Efficient Object Embedding for Spliced Image Retrieval CVPR 2021
MOS: Towards Scaling Out-of-Distribution Detection for Large Semantic Space CVPR 2021
Deep Learning in Latent Space for Video Prediction and Compression CVPR 2021
Multiresolution Knowledge Distillation for Anomaly Detection CVPR 2021
Exact Optimization of Conformal Predictors via Incremental and Decremental Learning ICML 2021
CutPaste: Self-Supervised Learning for Anomaly Detection and Localization CVPR 2021
Pixel-Wise Anomaly Detection in Complex Driving Scenes CVPR 2021
PANDA: Adapting Pretrained Features for Anomaly Detection and Segmentation CVPR 2021
Detection of Digital Manipulation in Facial Images (Student Abstract) AAAI 2021
Towards Feature Space Adversarial Attack by Style Perturbation AAAI 2021
TDCA-Net: Time-Domain Channel Attention Network for Depression Detection INTERSPEECH 2021
Deep Verifier Networks: Verification of Deep Discriminative Models with Deep Generative Models AAAI 2021
Interpretable and Trustworthy Deepfake Detection via Dynamic Prototypes WACV 2021
A Hybrid Video Anomaly Detection Framework via Memory-Augmented Flow Reconstruction and Flow-Guided Frame Prediction ICCV 2021
Road Anomaly Detection by Partial Image Reconstruction With Segmentation Coupling ICCV 2021
Weakly Supervised Temporal Anomaly Segmentation With Dynamic Time Warping ICCV 2021
Mitigating Intensity Bias in Shadow Detection via Feature Decomposition and Reweighting ICCV 2021
TransForensics: Image Forgery Localization With Dense Self-Attention ICCV 2021
Joint Audio-Visual Deepfake Detection ICCV 2021
TrustMAE: A Noise-Resilient Defect Classification Framework Using Memory-Augmented Auto-Encoders With Trust Regions WACV 2021
Adversarial Turing Patterns from Cellular Automata AAAI 2021
Spot the Difference: Detection of Topological Changes via Geometric Alignment NIPS 2021
Appearance-Motion Memory Consistency Network for Video Anomaly Detection AAAI 2021