Repository for the Deep One-Class Classification ICML 2018 paper
☆262Nov 29, 2018Updated 7 years ago
Alternatives and similar repositories for Deep-SVDD
Users that are interested in Deep-SVDD are comparing it to the libraries listed below
Sorting:
- A PyTorch implementation of the Deep SVDD anomaly detection method☆777Dec 8, 2022Updated 3 years ago
- Deep learning based one class classification code targeting one class image classification. Tests carried out on Abnormal image detection…☆195Mar 26, 2019Updated 6 years ago
- A PyTorch implementation of Deep SAD, a deep Semi-supervised Anomaly Detection method.☆351Nov 22, 2022Updated 3 years ago
- Repository for the One class neural networks paper☆167Apr 23, 2019Updated 6 years ago
- Adversarially Learned One-Class Classifier for Novelty Detection (ALOCC)☆225Jan 15, 2021Updated 5 years ago
- Repository for the Explainable Deep One-Class Classification paper☆237Aug 30, 2023Updated 2 years ago
- A sampling SVDD algorithm for large datasets.☆17Jun 20, 2016Updated 9 years ago
- Cluster Support Vector Data Description☆20Apr 20, 2017Updated 8 years ago
- ☆17Nov 22, 2022Updated 3 years ago
- Tensorflow Implementation of Deep SVDD☆36Oct 18, 2019Updated 6 years ago
- Simplified implementation of one class neural network for nonlinear anomaly detection.☆47May 10, 2025Updated 9 months ago
- My attempt at reproducing the paper Deep Autoencoding Gaussian Mixture Model for Unsupervised Anomaly Detection☆421Dec 24, 2022Updated 3 years ago
- ☆50Oct 13, 2022Updated 3 years ago
- GANomaly: Semi-Supervised Anomaly Detection via Adversarial Training☆887Feb 7, 2023Updated 3 years ago
- Deep Anomaly Detection with Outlier Exposure (ICLR 2019)☆575Oct 9, 2021Updated 4 years ago
- ALAD (Proceedings of IEEE ICDM 2018) official code☆138Mar 25, 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
- A simple and effective method for single-class classification of images☆161Nov 29, 2021Updated 4 years ago
- ☆439Nov 12, 2020Updated 5 years ago
- Deep One-Class Classification using Intra-Class Splitting☆15Jun 25, 2019Updated 6 years ago
- Unofficial Tensorflow Implementation of AnoGAN (Anomaly GAN)☆280Apr 16, 2019Updated 6 years ago
- Deep distance-based outlier detection published in KDD18: Learning representations specifically for distance-based outlier detection. Few…☆48Nov 10, 2020Updated 5 years ago
- A curated list of awesome anomaly detection resources☆2,887Sep 20, 2022Updated 3 years ago
- Repository for the paper "Rethinking Assumptions in Anomaly Detection"☆36Oct 3, 2023Updated 2 years ago
- Latent space autoregression for novelty detection.☆199Dec 12, 2022Updated 3 years ago
- Fence GAN: Towards Better Anomaly Detection☆40Apr 20, 2021Updated 4 years ago
- Source code of Paper: Scalable and Interpretable One-class SVMs with Deep Learning and Random Fourier features☆18May 14, 2018Updated 7 years ago
- contains the code for models in the paper Robust, Deep and Inductive Anomaly Detection☆35May 25, 2017Updated 8 years ago
- ☆62Jul 29, 2019Updated 6 years ago
- Anomaly detection related books, papers, videos, and toolboxes. Last update late 2025 for LLM and VLM works!☆9,181Nov 25, 2025Updated 3 months ago
- Deep Structured Energy Based Model☆11Jan 6, 2018Updated 8 years ago
- Self-Supervised Learning for OOD Detection (NeurIPS 2019)☆270Apr 29, 2021Updated 4 years ago
- ☆91Nov 15, 2024Updated last year
- A combination of Autoencoder and Robust PCA☆188Jun 28, 2024Updated last year
- Anomaly detection for images☆13Jan 14, 2020Updated 6 years ago
- A Python Library for Outlier and Anomaly Detection, Integrating Classical and Deep Learning Techniques☆9,721Jan 5, 2026Updated last month
- Repository of the paper "A Systematic Evaluation of Deep Anomaly Detection Methods for Time Series".☆597May 25, 2022Updated 3 years ago
- CSI: Novelty Detection via Contrastive Learning on Distributionally Shifted Instances (NeurIPS 2020)☆284Oct 19, 2023Updated 2 years ago
- Robust Subspace Recovery Layer for Unsupervised Anomaly Detection☆37Dec 13, 2020Updated 5 years ago