Anomaly Detection

ADMoE: Anomaly Detection with Mixture-of-Experts from Noisy Labels AAAI 2023 BotPercent: Estimating Bot Populations in Twitter Communities EMNLP 2023 CASN:Class-Aware Score Network for Textual Adversarial Detection ACL 2023 Class based Influence Functions for Error Detection ACL 2023 Contrastive Open Set Recognition AAAI 2023 Detecting Anomalous Networks of Opioid Prescribers and Dispensers in Prescription Drug Data AAAI 2023 Detecting Multivariate Time Series Anomalies with Zero Known Label AAAI 2023 Detection of Out-of-Distribution Samples Using Binary Neuron Activation Patterns CVPR 2023 Diversified Outlier Exposure for Out-of-Distribution Detection via Informative Extrapolation NeurIPS 2023 Diversity-Measurable Anomaly Detection CVPR 2023 Energy-Based Models for Anomaly Detection: A Manifold Diffusion Recovery Approach NeurIPS 2023 Enhancing Global Network Monitoring with Magnifier NSDI 2023 GADBench: Revisiting and Benchmarking Supervised Graph Anomaly Detection NeurIPS 2023 Graph Anomaly Detection via Multi-Scale Contrastive Learning Networks with Augmented View AAAI 2023 Improving neural network representations using human similarity judgments NeurIPS 2023 Kernel QuantTree ICML 2023 Neural Relation Graph: A Unified Framework for Identifying Label Noise and Outlier Data NeurIPS 2023 Normalizing Flow Based Feature Synthesis for Outlier-Aware Object Detection CVPR 2023 OpenMix: Exploring Outlier Samples for Misclassification Detection CVPR 2023 Open Set Relation Extraction via Unknown-Aware Training ACL 2023 Self-Supervised Video Forensics by Audio-Visual Anomaly Detection CVPR 2023 SimpleNet: A Simple Network for Image Anomaly Detection and Localization CVPR 2023 TgrApp: Anomaly Detection and Visualization of Large-Scale Call Graphs AAAI 2023 Towards In-Distribution Compatible Out-of-Distribution Detection AAAI 2023 Towards Learning to Discover Money Laundering Sub-network in Massive Transaction Network AAAI 2023