tianyu0207 / CCDView external linksLinks
Code for 'Constrained Contrastive Distribution Learning for Unsupervised Anomaly Detection and Localisation in Medical Images' [MICCAI 2021]
☆49Oct 29, 2025Updated 3 months ago
Alternatives and similar repositories for CCD
Users that are interested in CCD are comparing it to the libraries listed below
Sorting:
- Official code for 'Deep One-Class Classification via Interpolated Gaussian Descriptor' [AAAI 2022 Oral]☆69Oct 29, 2025Updated 3 months ago
- Offical code for 'Few-Shot Anomaly Detection for Polyp Frames from Colonoscopy' [MICCAI 2020]☆24Dec 6, 2021Updated 4 years ago
- [MedIA'22] Constrained unsupervised anomaly segmentation.☆20Mar 28, 2023Updated 2 years ago
- Official PyTorch implementation of the paper “Explainable Deep Few-shot Anomaly Detection with Deviation Networks”, weakly/partially supe…☆88Oct 29, 2022Updated 3 years ago
- [ECCV'22 Oral] Pixel-wise Energy-biased Abstention Learning for Anomaly Segmentation on Complex Urban Driving Scenes☆143Aug 31, 2023Updated 2 years ago
- The implementation for "AUD-Net: A Unified Deep Detector for Multiple Hyperspectral Image Anomaly Detection via Relation and Few-Shot Lea…☆15Nov 5, 2022Updated 3 years ago
- Official PyTorch implementation of the paper “Catching Both Gray and Black Swans: Open-set Supervised Anomaly Detection”, open-set anomal…☆91Apr 11, 2022Updated 3 years ago
- Benchmark of detection methods for anomalies and obstacles in traffic images.☆20Nov 24, 2022Updated 3 years ago
- Official code for "BoMD: Bag of Multi-label Descriptors for Noisy Chest X-ray Classification"☆27Apr 11, 2024Updated last year
- Denoising autoencoders for anomaly detection in medical imaging☆55Feb 23, 2022Updated 3 years ago
- Code for "NVUM: Non-volatile Unbiased Memory for Robust Medical Classification" [MICCAI 2022 Early Accept]☆12Sep 6, 2022Updated 3 years ago
- Official implementation of "Anomaly Detection with Deep Perceptual Autoencoders." IEEE Access 2021☆49Nov 2, 2021Updated 4 years ago
- ☆48Sep 2, 2021Updated 4 years ago
- Codebase for Patched Diffusion Models for Unsupervised Anomaly Detection .☆50Mar 19, 2025Updated 10 months ago
- Unsupervised-Defect-Segmentation anomaly detection☆30Oct 21, 2019Updated 6 years ago
- Unsupervised Anomaly Detection for X-Ray Images☆49Jul 25, 2024Updated last year
- [KBS 2022] Informative knowledge distillation for image anomaly segmentation☆22Jun 11, 2022Updated 3 years ago
- ☆12Sep 28, 2024Updated last year
- Official implementation for masked contrastive learning for anomaly detection.(IJCAI-21)☆18May 26, 2021Updated 4 years ago
- Multi-Scale Patch-Based Representation Learning for Image Anomaly Detection and Segmentation☆41Nov 30, 2022Updated 3 years ago
- Official implementation of "Learning Proposals for Practical Energy-Based Regression", AISTATS 2022.☆12Feb 4, 2023Updated 3 years ago
- A Transformer-based GAN for Anomaly Detection, International Conference on Artificial Neural Networks, (ICANN2022).☆23Mar 7, 2023Updated 2 years ago
- ☆12Jun 14, 2022Updated 3 years ago
- ☆11Jun 19, 2021Updated 4 years ago
- Pytorch implementation of UTRAD☆28Apr 23, 2022Updated 3 years ago
- IEEE VCIP 2021: AnomalyHop: An SSL-based Image Anomaly Localization Method☆14Sep 18, 2021Updated 4 years ago
- Implementation for paper:"Learning Global-Local Correspondence with Semantic Bottleneck for Logical Anomaly Detection"☆14Aug 13, 2023Updated 2 years ago
- [AIR-DISCOVER Summer Research] Multi-class Anomaly Detection Transformer with Heterogenous Knowledge Distillation☆14Nov 11, 2024Updated last year
- ☆16Oct 31, 2024Updated last year
- Synthetic Image Dataset for Industrial Anomaly Detection and Segmentation☆13Sep 26, 2024Updated last year
- Code for Graph-level Anomaly Detection via Hierarchical Memory Networks (HimNet)☆18Oct 6, 2023Updated 2 years ago
- Official code for 'Weakly-supervised Video Anomaly Detection with Robust Temporal Feature Magnitude Learning' [ICCV 2021]☆335Oct 29, 2025Updated 3 months ago
- Official Pytorch implementation of the paper DeScarGAN☆32Sep 7, 2020Updated 5 years ago
- The official repository of Continuous Memory Representation for Anomaly Detection☆33Nov 27, 2024Updated last year
- Benchmark for Anomaly Detection in Semantic Segmentation☆12Aug 20, 2024Updated last year
- [TMI 2022] BowelNet: Joint Semantic-Geometric Ensemble Learning for Bowel Segmentation from Both Partially and Fully Labeled CT Images☆16Mar 28, 2025Updated 10 months ago
- PANDA: Adapting Pretrained Features for Anomaly Detection and Segmentation (CVPR 2021)☆96Jul 25, 2024Updated last year
- Improving Unsupervised Defect Segmentation by Applying Structural Similarity to Autoencoders☆130Jul 27, 2020Updated 5 years ago
- [CVPR'22] Perturbed and Strict Mean Teachers for Semi-supervised Semantic Segmentation☆189Jun 27, 2023Updated 2 years ago