houssamzenati / Efficient-GAN-Anomaly-DetectionView external linksLinks
☆439Nov 12, 2020Updated 5 years ago
Alternatives and similar repositories for Efficient-GAN-Anomaly-Detection
Users that are interested in Efficient-GAN-Anomaly-Detection are comparing it to the libraries listed below
Sorting:
- ALAD (Proceedings of IEEE ICDM 2018) official code☆138Mar 25, 2019Updated 6 years ago
- GANomaly: Semi-Supervised Anomaly Detection via Adversarial Training☆887Feb 7, 2023Updated 3 years ago
- Code for reproducing f-AnoGAN training and anomaly scoring☆262May 2, 2019Updated 6 years ago
- Unofficial Tensorflow Implementation of AnoGAN (Anomaly GAN)☆280Apr 16, 2019Updated 6 years ago
- Unsupervised anomaly detection with generative model, keras implementation☆182Oct 2, 2019Updated 6 years ago
- Applied generative adversarial networks (GANs) to do anomaly detection for time series data☆578Aug 14, 2019Updated 6 years ago
- anomaly detection with GAN☆96Feb 10, 2018Updated 8 years ago
- gan, wgan-gp, anomaly detection, unsupervised, pytorch☆129Aug 12, 2019Updated 6 years ago
- Fence GAN: Towards Better Anomaly Detection☆40Apr 20, 2021Updated 4 years ago
- We used generative adversarial networks (GANs) to do anomaly detection for time series data.☆149Jan 15, 2019Updated 7 years ago
- ☆50Oct 13, 2022Updated 3 years ago
- implementation of BiGAN model using tensorflow☆16Oct 2, 2018Updated 7 years ago
- Code for DOPING: Generative Data Augmentation for Unsupervised Anomaly Detection with GAN☆15Aug 23, 2018Updated 7 years ago
- Source code for Skip-GANomaly paper☆197Dec 8, 2022Updated 3 years ago
- ☆25Oct 6, 2019Updated 6 years ago
- A GAN-based model focused on anomaly detection in discrete dataset☆26Dec 30, 2019Updated 6 years ago
- Generative Probabilistic Novelty Detection with Adversarial Autoencoders☆131Dec 7, 2020Updated 5 years ago
- GAAL-based Outlier Detection☆134Oct 25, 2022Updated 3 years ago
- Anomaly detection using GANs.☆92Jul 3, 2024Updated last year
- A simple and effective method for single-class classification of images☆161Nov 29, 2021Updated 4 years ago
- My attempt at reproducing the paper Deep Autoencoding Gaussian Mixture Model for Unsupervised Anomaly Detection☆421Dec 24, 2022Updated 3 years ago
- gan, wgan-gp, anomaly detection, unsupervised, pytorch☆29Dec 29, 2017Updated 8 years ago
- ☆21Sep 21, 2020Updated 5 years ago
- Anomaly detection related books, papers, videos, and toolboxes. Last update late 2025 for LLM and VLM works!☆9,172Nov 25, 2025Updated 2 months ago
- Adversarially Learned One-Class Classifier for Novelty Detection (ALOCC)☆225Jan 15, 2021Updated 5 years ago
- Outlier Detection for Time Series with Recurrent Autoencoder Ensembles☆75May 28, 2019Updated 6 years ago
- MemAE for anomaly detection. -- Gong, Dong, et al. "Memorizing Normality to Detect Anomaly: Memory-augmented Deep Autoencoder for Unsuper…☆514Aug 1, 2022Updated 3 years ago
- Steel defect detection intern project in PIRL(Postech information Research Laboratories)☆19Apr 3, 2019Updated 6 years ago
- A curated list of awesome anomaly detection resources☆2,886Sep 20, 2022Updated 3 years ago
- A Novel and Efficient CVAE-GAN-BASED Approach with Informative Manifold for Semi-Supervised Anomaly Detection☆13Mar 14, 2019Updated 6 years ago
- Repository for the Deep One-Class Classification ICML 2018 paper☆262Nov 29, 2018Updated 7 years ago
- A collection of anomaly detection methods (iid/point-based, graph and time series) including active learning for anomaly detection/discov…☆873May 22, 2024Updated last year
- A combination of Autoencoder and Robust PCA☆188Jun 28, 2024Updated last year
- Pytorch implementation of "Unsupervised Anomaly Detection with Generative Adversarial Networks to Guide Marker Discovery"☆67Apr 22, 2020Updated 5 years ago
- A PyTorch implementation of the Deep SVDD anomaly detection method☆779Dec 8, 2022Updated 3 years ago
- Anomaly detection implemented in Keras☆376Apr 1, 2018Updated 7 years ago
- This is the code for our paper: Semi-Supervised Learning With GANs: Revisiting Manifold Regularization (ICLR 2018)☆44Jun 19, 2019Updated 6 years ago
- A tensorflow implement for ganomaly☆38Dec 2, 2018Updated 7 years ago
- Deep Anomaly Detection with Outlier Exposure (ICLR 2019)☆575Oct 9, 2021Updated 4 years ago