oyxhust / wgan-gp-anomalyView external linksLinks
gan, wgan-gp, anomaly detection, unsupervised, pytorch
☆129Aug 12, 2019Updated 6 years ago
Alternatives and similar repositories for wgan-gp-anomaly
Users that are interested in wgan-gp-anomaly are comparing it to the libraries listed below
Sorting:
- GANomaly: Semi-Supervised Anomaly Detection via Adversarial Training☆887Feb 7, 2023Updated 3 years ago
- anomaly detection with GAN☆96Feb 10, 2018Updated 8 years ago
- Official Pytorch implementation of the paper DeScarGAN☆32Sep 7, 2020Updated 5 years ago
- ☆25Oct 6, 2019Updated 6 years ago
- Source code for Skip-GANomaly paper☆197Dec 8, 2022Updated 3 years ago
- Unsupervised anomaly detection with generative model, keras implementation☆182Oct 2, 2019Updated 6 years ago
- ALAD (Proceedings of IEEE ICDM 2018) official code☆138Mar 25, 2019Updated 6 years ago
- Project: Unsupervised Anomaly Segmentation via Deep Feature Reconstruction☆96Jul 4, 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
- A GAN-based model focused on anomaly detection in discrete dataset☆26Dec 30, 2019Updated 6 years ago
- GAN implementations☆14Aug 24, 2020Updated 5 years ago
- ☆17Apr 10, 2021Updated 4 years ago
- This is an unofficial implementation of the paper “Student-Teacher Feature Pyramid Matching for Unsupervised Anomaly Detection”.☆45May 26, 2021Updated 4 years ago
- This is the implementation of article: "Hyperspectral anomaly detection via integration of feature extraction and background purification…☆17Dec 14, 2021Updated 4 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
- Applied generative adversarial networks (GANs) to do anomaly detection for time series data☆578Aug 14, 2019Updated 6 years ago
- Tensorflow2 implementation of the paper GANomaly: Semi-Supervised Anomaly Detection via Adversarial Training☆21Jan 18, 2021Updated 5 years ago
- code for Unsupervised Detection of Lesions in Brain MRI using constrained adversarial auto-encoders☆20Nov 14, 2019Updated 6 years ago
- Unofficial Tensorflow Implementation of AnoGAN (Anomaly GAN)☆280Apr 16, 2019Updated 6 years ago
- [TGRS 2024 ESI Highly Cited Paper (TOP 1%)] Sliding Dual-Window-Inspired Reconstruction Network for Hyperspectral Anomaly Detection☆13Feb 28, 2024Updated last year
- Code for reproducing f-AnoGAN training and anomaly scoring☆262May 2, 2019Updated 6 years ago
- Memorizing Normality to Detect Anomaly: Memory-augmented Deep Autoencoder for Unsupervised Anomaly Detection (MemAE)☆62Aug 22, 2019Updated 6 years ago
- An official implementation of "Learning Memory-guided Normality for Anomaly Detection" (CVPR 2020) in PyTorch.☆359Nov 4, 2024Updated last year
- Generative Probabilistic Novelty Detection with Adversarial Autoencoders☆131Dec 7, 2020Updated 5 years ago
- Unsupervised Anomaly Detection and Segmentation via Deep Feature Correspondence☆21Nov 30, 2022Updated 3 years ago
- A Vision Transformer Network for Image Anomaly Detection and Localization☆119Oct 15, 2025Updated 4 months ago
- ☆10May 3, 2022Updated 3 years ago
- ☆11Mar 25, 2021Updated 4 years ago
- ☆50Oct 13, 2022Updated 3 years ago
- PFM and PEFM for Image Anomaly Detection and Segmentation☆37May 24, 2023Updated 2 years ago
- Official implementation of "Anomaly Detection with Deep Perceptual Autoencoders." IEEE Access 2021☆49Nov 2, 2021Updated 4 years ago
- Code for 'Constrained Contrastive Distribution Learning for Unsupervised Anomaly Detection and Localisation in Medical Images' [MICCAI 2…☆49Oct 29, 2025Updated 3 months ago
- Code and supplementary material for ICPHM2020☆27Jun 24, 2020Updated 5 years ago
- Reconstruction by Inpainting Based Anomaly Detection☆70Jan 30, 2021Updated 5 years ago
- a prior-based tensor approximation (PTA) is proposed for hyperspectral anomaly detection, in which HSI is decomposed into a background te…☆27Dec 30, 2021Updated 4 years ago
- Autoencoders for Unsupervised Anomaly Segmentation in Brain MR Images: A Comparative Study☆186Mar 24, 2023Updated 2 years ago
- Unofficial pytorch implementation of Student-Teacher Feature Pyramid Matching for Unsupervised Anomaly Detection☆83Jun 29, 2021Updated 4 years ago
- a pytorch implementation to fine-grained few shot classification using triplet loss☆11Feb 24, 2019Updated 6 years ago
- Remaining useful life prediction of aero-engines via domain-invariant and -specific features under the scenarios of working-condition shi…☆13May 12, 2023Updated 2 years ago