SOTAVerified

Semi-supervised Anomaly Detection

Papers

Showing 1120 of 76 papers

TitleStatusHype
Infinite-dimensional Mahalanobis Distance with Applications to Kernelized Novelty DetectionCode0
Deep Positive-Unlabeled Anomaly Detection for Contaminated Unlabeled DataCode0
Spatial-aware Attention Generative Adversarial Network for Semi-supervised Anomaly Detection in Medical ImageCode1
Semi-supervised Anomaly Detection via Adaptive Reinforcement Learning-Enabled Method with Causal Inference for Sensor SignalsCode0
MAPL: Memory Augmentation and Pseudo-Labeling for Semi-Supervised Anomaly DetectionCode0
Machine learning-based identification of Gaia astrometric exoplanet orbitsCode0
Improving Interpretability of Scores in Anomaly Detection Based on Gaussian-Bernoulli Restricted Boltzmann Machine0
Semi-Supervised Health Index Monitoring with Feature Generation and Fusion0
NNG-Mix: Improving Semi-supervised Anomaly Detection with Pseudo-anomaly GenerationCode1
Deep Semi-Supervised Anomaly Detection for Finding Fraud in the Futures Market0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1SS-Model + WS-Model + Sultani et al.AUC0.85Unverified
2SS-ModelAUC0.82Unverified
3LSTM-AEAUC0.54Unverified
4s2-VAEAUC0.54Unverified