Anomaly Detection

Towards Propagation Uncertainty: Edge-enhanced Bayesian Graph Convolutional Networks for Rumor Detection ACL 2021 Transfer-Based Semantic Anomaly Detection ICML 2021 TransForensics: Image Forgery Localization With Dense Self-Attention ICCV 2021 Triggering Failures: Out-of-Distribution Detection by Learning From Local Adversarial Attacks in Semantic Segmentation ICCV 2021 TrustMAE: A Noise-Resilient Defect Classification Framework Using Memory-Augmented Auto-Encoders With Trust Regions WACV 2021 Unsupervised Brain Anomaly Detection and Segmentation with Transformers MIDL 2021 Weakly-Supervised Spatio-Temporal Anomaly Detection in Surveillance Video IJCAI 2021 Weakly Supervised Temporal Anomaly Segmentation With Dynamic Time Warping ICCV 2021 Weakly-Supervised Video Anomaly Detection With Robust Temporal Feature Magnitude Learning ICCV 2021 (1 + epsilon)-class Classification: an Anomaly Detection Method for Highly Imbalanced or Incomplete Data Sets JMLR 2020 Adversarial Discriminative Attention for Robust Anomaly Detection WACV 2020 An Adaptive Neural Network for Unsupervised Mosaic Consistency Analysis in Image Forensics CVPR 2020 An Automatic Shoplifting Detection from Surveillance Videos (Student Abstract) AAAI 2020 Celeb-DF: A Large-Scale Challenging Dataset for DeepFake Forensics CVPR 2020 Classification-Based Anomaly Detection for General Data ICLR 2020 CNN-Generated Images Are Surprisingly Easy to Spot... for Now CVPR 2020 Convolutional Neural Networks with Compression Complexity Pooling for Out-of-Distribution Image Detection IJCAI 2020 Cross-Interaction Hierarchical Attention Networks for Urban Anomaly Prediction IJCAI 2020 DeeperForensics-1.0: A Large-Scale Dataset for Real-World Face Forgery Detection CVPR 2020 Deep Semi-Supervised Anomaly Detection ICLR 2020 Detecting Emerging Symptoms of COVID-19 using Context-based Twitter Embeddings EMNLP 2020 Detecting Out-of-Distribution Examples with Gram Matrices ICML 2020 Detecting Semantic Anomalies AAAI 2020 Detecting Suspicious Timber Trades AAAI 2020 DOA-GAN: Dual-Order Attentive Generative Adversarial Network for Image Copy-Move Forgery Detection and Localization CVPR 2020