| EfficientAD: Accurate Visual Anomaly Detection at Millisecond-Level Latencies | Mar 25, 2023 | Anomaly DetectionComputational Efficiency | CodeCode Available | 2 | 5 |
| On Diffusion Modeling for Anomaly Detection | May 29, 2023 | Anomaly DetectionDenoising | CodeCode Available | 1 | 5 |
| Spatial-aware Attention Generative Adversarial Network for Semi-supervised Anomaly Detection in Medical Image | May 21, 2024 | Anomaly DetectionGenerative Adversarial Network | CodeCode Available | 1 | 5 |
| A^3: Activation Anomaly Analysis | Mar 3, 2020 | Anomaly DetectionSemi-supervised Anomaly Detection | CodeCode Available | 1 | 5 |
| Change-point detection in wind turbine SCADA data for robust condition monitoring with normal behaviour models | Oct 27, 2020 | Anomaly DetectionChange Point Detection | CodeCode Available | 1 | 5 |
| RoSAS: Deep Semi-Supervised Anomaly Detection with Contamination-Resilient Continuous Supervision | Jul 25, 2023 | Anomaly DetectionSemi-supervised Anomaly Detection | CodeCode Available | 1 | 5 |
| NNG-Mix: Improving Semi-supervised Anomaly Detection with Pseudo-anomaly Generation | Nov 20, 2023 | Anomaly DetectionData Augmentation | CodeCode Available | 1 | 5 |
| ImbSAM: A Closer Look at Sharpness-Aware Minimization in Class-Imbalanced Recognition | Aug 15, 2023 | Anomaly DetectionSemi-supervised Anomaly Detection | CodeCode Available | 1 | 5 |
| Semi-supervised Anomaly Detection using AutoEncoders | Jan 6, 2020 | Anomaly DetectionAsset Management | CodeCode Available | 1 | 5 |
| SAD: Semi-Supervised Anomaly Detection on Dynamic Graphs | May 23, 2023 | Anomaly DetectionContrastive Learning | CodeCode Available | 1 | 5 |
| Real-world Anomaly Detection in Surveillance Videos | Jan 12, 2018 | Abnormal Event Detection In VideoActivity Recognition | CodeCode Available | 1 | 5 |
| Iterative weak/self-supervised classification framework for abnormal events detection | Jan 3, 2021 | Abnormal Event Detection In VideoAnomaly Detection | CodeCode Available | 1 | 5 |
| Deep Semi-Supervised Anomaly Detection | Jun 6, 2019 | Anomaly DetectionOutlier Detection | CodeCode Available | 0 | 5 |
| An overview of deep learning based methods for unsupervised and semi-supervised anomaly detection in videos | Jan 9, 2018 | Anomaly DetectionSemi-supervised Anomaly Detection | CodeCode Available | 0 | 5 |
| Label-based Graph Augmentation with Metapath for Graph Anomaly Detection | Aug 21, 2023 | Anomaly DetectionGraph Anomaly Detection | CodeCode Available | 0 | 5 |
| Semi-supervised Anomaly Detection on Attributed Graphs | Feb 27, 2020 | Anomaly DetectionAttribute | CodeCode Available | 0 | 5 |
| Semi-supervised Anomaly Detection via Adaptive Reinforcement Learning-Enabled Method with Causal Inference for Sensor Signals | May 11, 2024 | Anomaly DetectionCausal Inference | CodeCode Available | 0 | 5 |
| GANomaly: Semi-Supervised Anomaly Detection via Adversarial Training | May 17, 2018 | Anomaly DetectionDecoder | CodeCode Available | 0 | 5 |
| Generative Neural Networks for Anomaly Detection in Crowded Scenes | Oct 29, 2018 | Abnormal Event Detection In VideoAnomaly Detection | CodeCode Available | 0 | 5 |
| Graph Fairing Convolutional Networks for Anomaly Detection | Oct 20, 2020 | Anomaly DetectionSemi-supervised Anomaly Detection | CodeCode Available | 0 | 5 |
| Understanding Bias in Anomaly Detection: A Semi-Supervised View with PAC Guarantees | Jan 1, 2021 | Anomaly DetectionSemi-supervised Anomaly Detection | CodeCode Available | 0 | 5 |
| Unseen Anomaly Detection on Networks via Multi-Hypersphere Learning | Apr 30, 2022 | Anomaly DetectionGraph Learning | CodeCode Available | 0 | 5 |
| Anomaly Detection by Recombining Gated Unsupervised Experts | Aug 31, 2020 | Anomaly DetectionMixture-of-Experts | CodeCode Available | 0 | 5 |
| Infinite-dimensional Mahalanobis Distance with Applications to Kernelized Novelty Detection | Jul 16, 2024 | Anomaly DetectionNovelty Detection | CodeCode Available | 0 | 5 |
| Deep Weakly-supervised Anomaly Detection | Oct 30, 2019 | Anomaly DetectionRelation | CodeCode Available | 0 | 5 |
| Abnormal Event Detection in Videos using Spatiotemporal Autoencoder | Jan 6, 2017 | Abnormal Event Detection In VideoAnomaly Detection | CodeCode Available | 0 | 5 |
| Learning Temporal Regularity in Video Sequences | Apr 15, 2016 | Abnormal Event Detection In VideoAnomaly Detection | CodeCode Available | 0 | 5 |
| Leveraging Contaminated Datasets to Learn Clean-Data Distribution with Purified Generative Adversarial Networks | Feb 3, 2023 | Anomaly DetectionSemi-supervised Anomaly Detection | CodeCode Available | 0 | 5 |
| Machine learning-based identification of Gaia astrometric exoplanet orbits | Apr 14, 2024 | Anomaly DetectionFeature Importance | CodeCode Available | 0 | 5 |
| MAPL: Memory Augmentation and Pseudo-Labeling for Semi-Supervised Anomaly Detection | May 10, 2024 | Anomaly DetectionSemi-supervised Anomaly Detection | CodeCode Available | 0 | 5 |
| AnoOnly: Semi-Supervised Anomaly Detection with the Only Loss on Anomalies | May 30, 2023 | Anomaly DetectionSemi-supervised Anomaly Detection | CodeCode Available | 0 | 5 |
| A Characteristic Function for Shapley-Value-Based Attribution of Anomaly Scores | Apr 9, 2020 | Anomaly DetectionSemi-supervised Anomaly Detection | CodeCode Available | 0 | 5 |
| R2-AD2: Detecting Anomalies by Analysing the Raw Gradient | Jun 21, 2022 | Anomaly DetectionSemi-supervised Anomaly Detection | CodeCode Available | 0 | 5 |
| PATH: A Discrete-sequence Dataset for Evaluating Online Unsupervised Anomaly Detection Approaches for Multivariate Time Series | Nov 21, 2024 | Anomaly DetectionBenchmarking | CodeCode Available | 0 | 5 |
| Deep Positive-Unlabeled Anomaly Detection for Contaminated Unlabeled Data | May 29, 2024 | Anomaly DetectionSemi-supervised Anomaly Detection | CodeCode Available | 0 | 5 |
| SADDE: Semi-supervised Anomaly Detection with Dependable Explanations | Nov 18, 2024 | Anomaly DetectionSemi-supervised Anomaly Detection | CodeCode Available | 0 | 5 |
| Self-Taught Semi-Supervised Anomaly Detection on Upper Limb X-rays | Feb 19, 2021 | Anomaly DetectionSelf-Supervised Anomaly Detection | CodeCode Available | 0 | 5 |
| Unsupervised and Semi-supervised Anomaly Detection with LSTM Neural Networks | Oct 25, 2017 | Anomaly DetectionSemi-supervised Anomaly Detection | —Unverified | 0 | 0 |
| Using Channel State Information for Physical Tamper Attack Detection in OFDM Systems: A Deep Learning Approach | Nov 6, 2020 | Anomaly DetectionSemi-supervised Anomaly Detection | —Unverified | 0 | 0 |
| Zero-shot domain adaptation of anomalous samples for semi-supervised anomaly detection | Apr 5, 2023 | Anomaly DetectionDecoder | —Unverified | 0 | 0 |
| Abnormal Event Detection in Videos using Generative Adversarial Nets | Aug 31, 2017 | Abnormal Event Detection In VideoAnomaly Detection | —Unverified | 0 | 0 |
| A Critical Study on the Recent Deep Learning Based Semi-Supervised Video Anomaly Detection Methods | Nov 2, 2021 | Anomaly DetectionSemi-supervised Anomaly Detection | —Unverified | 0 | 0 |
| AGAD: Adversarial Generative Anomaly Detection | Apr 9, 2023 | Anomaly DetectionDiversity | —Unverified | 0 | 0 |
| A Neural Network-Based On-device Learning Anomaly Detector for Edge Devices | Jul 23, 2019 | Anomaly DetectionCPU | —Unverified | 0 | 0 |
| Anomaly Detection in File Fragment Classification of Image File Formats | Feb 28, 2022 | Anomaly DetectionClassification | —Unverified | 0 | 0 |
| Anomaly Detection with Domain Adaptation | Jun 5, 2020 | Anomaly DetectionDomain Adaptation | —Unverified | 0 | 0 |
| AnoRand: A Semi Supervised Deep Learning Anomaly Detection Method by Random Labeling | May 28, 2023 | Anomaly DetectionSemi-supervised Anomaly Detection | —Unverified | 0 | 0 |
| Automated Processing of eXplainable Artificial Intelligence Outputs in Deep Learning Models for Fault Diagnostics of Large Infrastructures | Mar 19, 2025 | Anomaly DetectionExplainable artificial intelligence | —Unverified | 0 | 0 |
| BadSAD: Clean-Label Backdoor Attacks against Deep Semi-Supervised Anomaly Detection | Dec 17, 2024 | Anomaly DetectionBackdoor Attack | —Unverified | 0 | 0 |
| Brain Tumor Anomaly Detection via Latent Regularized Adversarial Network | Jul 9, 2020 | Anomaly DetectionSemi-supervised Anomaly Detection | —Unverified | 0 | 0 |
