Anomaly Detection

Multi-Scale Patch-Based Representation Learning for Image Anomaly Detection and Segmentation WACV 2022 ObjectFormer for Image Manipulation Detection and Localization CVPR 2022 One-Class Learned Encoder-Decoder Network With Adversarial Context Masking for Novelty Detection WACV 2022 Out-of-Distribution Detection via Conditional Kernel Independence Model NeurIPS 2022 Overlapped Frequency-Distributed Network: Frequency-Aware Voice Spoofing Countermeasure Interspeech 2022 Overlapped speech and gender detection with WavLM pre-trained features Interspeech 2022 Perturbation Learning Based Anomaly Detection NeurIPS 2022 Position Regression for Unsupervised Anomaly Detection MIDL 2022 Proactive Image Manipulation Detection CVPR 2022 Protecting Celebrities From DeepFake With Identity Consistency Transformer CVPR 2022 Randomized Channel Shuffling: Minimal-Overhead Backdoor Attack Detection without Clean Datasets NeurIPS 2022 Rethinking Video Anomaly Detection - A Continual Learning Approach WACV 2022 Robust Image Forgery Detection Over Online Social Network Shared Images CVPR 2022 Self-Supervised Predictive Convolutional Attentive Block for Anomaly Detection CVPR 2022 Self-Supervised Transformers for Unsupervised Object Discovery Using Normalized Cut CVPR 2022 Self-Training Multi-Sequence Learning with Transformer for Weakly Supervised Video Anomaly Detection AAAI 2022 SIREN: Shaping Representations for Detecting Out-of-Distribution Objects NeurIPS 2022 SoftPatch: Unsupervised Anomaly Detection with Noisy Data NeurIPS 2022 Think Twice Before Detecting GAN-Generated Fake Images From Their Spectral Domain Imprints CVPR 2022 Towards Total Recall in Industrial Anomaly Detection CVPR 2022 Towards Understanding Adversarial Robustness of Optical Flow Networks CVPR 2022 Transferring the Contamination Factor between Anomaly Detection Domains by Shape Similarity AAAI 2022 UBnormal: New Benchmark for Supervised Open-Set Video Anomaly Detection CVPR 2022 Understanding and Mitigating Data Contamination in Deep Anomaly Detection: A Kernel-based Approach IJCAI 2022 ViM: Out-of-Distribution With Virtual-Logit Matching CVPR 2022