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Anomaly Detection

162 directly classified papers

Papers per year

Papers

Towards Total Recall in Industrial Anomaly Detection CVPR 2022
Catching Both Gray and Black Swans: Open-Set Supervised Anomaly Detection CVPR 2022
Can Abnormality be Detected by Graph Neural Networks? IJCAI 2022
ADBench: Anomaly Detection Benchmark NIPS 2022
Perturbation Learning Based Anomaly Detection NIPS 2022
Detection of Adversarial Examples in Text Classification: Benchmark and Baseline via Robust Density Estimation ACL 2022
OpenOOD: Benchmarking Generalized Out-of-Distribution Detection NIPS 2022
BOND: Benchmarking Unsupervised Outlier Node Detection on Static Attributed Graphs NIPS 2022
PulseImpute: A Novel Benchmark Task for Pulsative Physiological Signal Imputation NIPS 2022
Deep One-Class Classification via Interpolated Gaussian Descriptor AAAI 2022
Calibrated Nonparametric Scan Statistics for Anomalous Pattern Detection in Graphs AAAI 2022
LUNAR: Unifying Local Outlier Detection Methods via Graph Neural Networks AAAI 2022
Accelerated Combinatorial Search for Outlier Detection with Provable Bound on Sub-Optimality AAAI 2021
Open-Set Recognition with Gaussian Mixture Variational Autoencoders AAAI 2021
Neighborhood Consensus Networks for Unsupervised Multi-view Outlier Detection AAAI 2021
Likelihood-free Out-of-Distribution Detection with Invertible Generative Models IJCAI 2021
MOS: Towards Scaling Out-of-Distribution Detection for Large Semantic Space CVPR 2021
Early Safety Warnings for Long-Distance Pipelines: A Distributed Optical Fiber Sensor Machine Learning Approach AAAI 2021
A New Robust Subspace Recovery Algorithm (Student Abstract) AAAI 2021
MIST: Multiple Instance Self-Training Framework for Video Anomaly Detection CVPR 2021
Near-Optimal Entrywise Anomaly Detection for Low-Rank Matrices with Sub-Exponential Noise ICML 2021
Autoencoding Under Normalization Constraints ICML 2021
Few-Shot One-Class Classification via Meta-Learning AAAI 2021
Graph Neural Network-Based Anomaly Detection in Multivariate Time Series AAAI 2021
Adversarially Robust Change Point Detection NIPS 2021