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
- Official code for "BoMD: Bag of Multi-label Descriptors for Noisy Chest X-ray Classification"☆27Apr 11, 2024Updated last year
- Benchmark of detection methods for anomalies and obstacles in traffic images.☆20Nov 24, 2022Updated 3 years ago
- Anatomy-aware self-supervised learning☆11Jun 22, 2024Updated last year
- Denoising autoencoders for anomaly detection in medical imaging☆55Feb 23, 2022Updated 3 years ago
- Generalizing Unsupervised Anomaly Detection: Towards Unbiased Pathology Screening. #MIDL2023.☆29Sep 1, 2023Updated 2 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
- MICCAI 2021 | Adversarial based selective network for unsupervised anomaly segmentation☆12Jul 14, 2022Updated 3 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
- [TMI'24] Translation Consistent Semi-supervised Segmentation for 3D Medical Images☆63Nov 23, 2024Updated last year
- ☆12Sep 28, 2024Updated last year
- Official implementation for masked contrastive learning for anomaly detection.(IJCAI-21)☆18May 26, 2021Updated 4 years ago
- The official implementation of the paper DADF for industrial VAD☆12Dec 1, 2023Updated 2 years ago
- A Transformer-based GAN for Anomaly Detection, International Conference on Artificial Neural Networks, (ICANN2022).☆23Mar 7, 2023Updated 2 years ago
- PFM and PEFM for Image Anomaly Detection and Segmentation☆37May 24, 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
- Implementation for paper:"Learning Global-Local Correspondence with Semantic Bottleneck for Logical Anomaly Detection"☆14Aug 13, 2023Updated 2 years ago
- This repository contains the implementation for Anomaly Detection using Score-based Perturbation Resilience (ICCV 2023)☆14Sep 6, 2024Updated last year
- IEEE VCIP 2021: AnomalyHop: An SSL-based Image Anomaly Localization Method☆14Sep 18, 2021Updated 4 years ago
- [IEEE TII 2023] Collaborative Discrepancy Optimization for Reliable Image Anomaly Localization☆81Mar 5, 2025Updated 11 months ago
- [AIR-DISCOVER Summer Research] Multi-class Anomaly Detection Transformer with Heterogenous Knowledge Distillation☆14Nov 11, 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
- ☆16Oct 31, 2024Updated last year
- The official repository of Continuous Memory Representation for Anomaly Detection☆33Nov 27, 2024Updated last year
- Uniformaly: Towards Task-Agnostic Unified Anomaly Detection☆15Sep 15, 2023Updated 2 years ago
- [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