Anomaly Detection

VOS: Learning What You Don't Know by Virtual Outlier Synthesis ICLR 2022 Accelerated Combinatorial Search for Outlier Detection with Provable Bound on Sub-Optimality AAAI 2021 A Closer Look at Fourier Spectrum Discrepancies for CNN-Generated Images Detection CVPR 2021 Adversarial Turing Patterns from Cellular Automata AAAI 2021 A General Framework For Detecting Anomalous Inputs to DNN Classifiers ICML 2021 A Hierarchical Transformation-Discriminating Generative Model for Few Shot Anomaly Detection ICCV 2021 A Hybrid Video Anomaly Detection Framework via Memory-Augmented Flow Reconstruction and Flow-Guided Frame Prediction ICCV 2021 Anomaly Detection in Video via Self-Supervised and Multi-Task Learning CVPR 2021 Appearance-Motion Memory Consistency Network for Video Anomaly Detection AAAI 2021 Artificial Fingerprinting for Generative Models: Rooting Deepfake Attribution in Training Data ICCV 2021 A Survey on Universal Adversarial Attack IJCAI 2021 Autoencoding Under Normalization Constraints ICML 2021 Beyond the Spectrum: Detecting Deepfakes via Re-Synthesis IJCAI 2021 BioFors: A Large Biomedical Image Forensics Dataset ICCV 2021 CamouFinder: Finding Camouflaged Instances in Images AAAI 2021 Consensus Maximisation Using Influences of Monotone Boolean Functions CVPR 2021 CutPaste: Self-Supervised Learning for Anomaly Detection and Localization CVPR 2021 Dance With Self-Attention: A New Look of Conditional Random Fields on Anomaly Detection in Videos ICCV 2021 Deep Learning in Latent Space for Video Prediction and Compression CVPR 2021 Deep Verifier Networks: Verification of Deep Discriminative Models with Deep Generative Models AAAI 2021 Detection of Digital Manipulation in Facial Images (Student Abstract) AAAI 2021 Divide-and-Assemble: Learning Block-Wise Memory for Unsupervised Anomaly Detection ICCV 2021 DRAEM - A Discriminatively Trained Reconstruction Embedding for Surface Anomaly Detection ICCV 2021 Driver Anomaly Detection: A Dataset and Contrastive Learning Approach WACV 2021 Dual Reweighting Domain Generalization for Face Presentation Attack Detection IJCAI 2021