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Anomaly Detection

162 directly classified papers

Papers per year

Papers

Multi-Scale Dynamic Graph Learning for Time Series Anomaly Detection (Student Abstract) AAAI 2024
Revisiting Score Propagation in Graph Out-of-Distribution Detection NIPS 2024
Combating Insider Threat in the Open-World Environments: Identification, Monitoring, and Data Augmentation AAAI 2024
Towards Reproducible, Automated, and Scalable Anomaly Detection AAAI 2024
Towards Learning to Discover Money Laundering Sub-network in Massive Transaction Network AAAI 2023
Contrastive Open Set Recognition AAAI 2023
Graph Anomaly Detection via Multi-Scale Contrastive Learning Networks with Augmented View AAAI 2023
ADMoE: Anomaly Detection with Mixture-of-Experts from Noisy Labels AAAI 2023
Kernel QuantTree ICML 2023
Improving neural network representations using human similarity judgments NIPS 2023
Unsupervised Deep Subgraph Anomaly Detection (Extended Abstract) IJCAI 2023
TR-Rules: Rule-based Model for Link Forecasting on Temporal Knowledge Graph Considering Temporal Redundancy EMNLP 2023
BotPercent: Estimating Bot Populations in Twitter Communities EMNLP 2023
Normalizing Flow Based Feature Synthesis for Outlier-Aware Object Detection CVPR 2023
SimpleNet: A Simple Network for Image Anomaly Detection and Localization CVPR 2023
Enhancing Global Network Monitoring with Magnifier NSDI 2023
Energy-Based Models for Anomaly Detection: A Manifold Diffusion Recovery Approach NIPS 2023
Diversified Outlier Exposure for Out-of-Distribution Detection via Informative Extrapolation NIPS 2023
GADBench: Revisiting and Benchmarking Supervised Graph Anomaly Detection NIPS 2023
Neural Relation Graph: A Unified Framework for Identifying Label Noise and Outlier Data NIPS 2023
Truncated Affinity Maximization: One-class Homophily Modeling for Graph Anomaly Detection NIPS 2023
Can Abnormality be Detected by Graph Neural Networks? IJCAI 2022
Anomaly Detection via Reverse Distillation From One-Class Embedding CVPR 2022
CCA: An ML Pipeline for Cloud Anomaly Troubleshooting AAAI 2022
LUNAR: Unifying Local Outlier Detection Methods via Graph Neural Networks AAAI 2022