Anomaly Detection

DROCC: Deep Robust One-Class Classification ICML 2020 Exploring Hate Speech Detection in Multimodal Publications WACV 2020 Face X-Ray for More General Face Forgery Detection CVPR 2020 FakeSpotter: A Simple yet Robust Baseline for Spotting AI-Synthesized Fake Faces IJCAI 2020 Generate, Segment, and Refine: Towards Generic Manipulation Segmentation AAAI 2020 Global Texture Enhancement for Fake Face Detection in the Wild CVPR 2020 Graph Embedded Pose Clustering for Anomaly Detection CVPR 2020 HRN: A Holistic Approach to One Class Learning NeurIPS 2020 Interpretable, Multidimensional, Multimodal Anomaly Detection with Negative Sampling for Detection of Device Failure ICML 2020 Iterative energy-based projection on a normal data manifold for anomaly localization ICLR 2020 Latent Regularized Generative Dual Adversarial Network For Abnormal Detection IJCAI 2020 Learning Latent Space Energy-Based Prior Model NeurIPS 2020 Learning Memory-Guided Normality for Anomaly Detection CVPR 2020 Lipschitz Continuous Autoencoders in Application to Anomaly Detection AISTATS 2020 Market Manipulation: An Adversarial Learning Framework for Detection and Evasion IJCAI 2020 MixedAD: A Scalable Algorithm for Detecting Mixed Anomalies in Attributed Graphs AAAI 2020 Multiclass Anomaly Detector: the CS++ Support Vector Machine JMLR 2020 Multi-class Novelty Detection Using Mix-up Technique WACV 2020 Multimodal Categorization of Crisis Events in Social Media CVPR 2020 Multi-timescale Trajectory Prediction for Abnormal Human Activity Detection WACV 2020 Old Is Gold: Redefining the Adversarially Learned One-Class Classifier Training Paradigm CVPR 2020 On the Detection of Digital Face Manipulation CVPR 2020 Personalized Early Stage Alzheimer’s Disease Detection: A Case Study of President Reagan’s Speeches ACL 2020 Quantifying the Cost of Reliable Photo Authentication via High-Performance Learned Lossy Representations ICLR 2020 R²MRF: Defocus Blur Detection via Recurrently Refining Multi-Scale Residual Features AAAI 2020