bayer-science-for-a-better-life / contrastive-reconstructionLinks
Tensorflow-keras implementation for Contrastive Reconstruction (ConRec) : a self-supervised learning algorithm that obtains image representations by jointly optimizing a contrastive and a self-reconstruction loss.
☆13Updated 3 years ago
Alternatives and similar repositories for contrastive-reconstruction
Users that are interested in contrastive-reconstruction are comparing it to the libraries listed below
Sorting:
- An easy-to-use implementation of VICReg in Pytorch.☆19Updated 3 years ago
- ☆23Updated 3 years ago
- Jhhuangkay / DeepOpht-Medical-Report-Generation-for-Retinal-Images-via-Deep-Models-and-Visual-Explanation☆42Updated 3 weeks ago
- Official PyTorch implementation for paper Context Matters: Graph-based Self-supervised Representation Learning for Medical Images☆58Updated 2 years ago
- This is the official implementation of the method ContIG, for self-supervised learning from medical imaging with genomics☆57Updated 3 years ago
- Repository for implementation of active learning and semi-supervised learning algorithms and applying them to medical imaging datasets☆16Updated 4 years ago
- Official Keras & PyTorch Implementation and Pre-trained Models for TransVW☆63Updated 3 years ago
- [ISBI 2023] Official Implementation for Label-Assemble☆19Updated last year
- Official PyTorch implementation of CASS, from the following paper: CASS: Cross Architectural Self-Supervision for Medical Image Analysis…☆21Updated last year
- Curriculum learning for improved femur fracture classification: scheduling data with prior knowledge and uncertainty. Medical Image Analy…☆19Updated 3 years ago
- Pytorch code for the paper "Deep Active Learning for Joint Classification and Segmentation with Weak Annotator"☆29Updated 3 years ago
- Official Code Release for "Adapting Pre-trained Vision Transformers from 2D to 3D through Weight Inflation Improves Medical Image Segment…☆50Updated 2 years ago
- ☆13Updated last year
- Repository for MICCAI 2021 paper Balanced-MixUp for Highly Imbalanced Medical Image Classification☆72Updated 2 years ago
- Official Code Repository for Encoding Visual Attributes in Capsules for Explainable Medical Diagnoses (X-Caps)☆21Updated 2 years ago
- [CVPR 2025] Custom Open CLIP repo to train biomedical CLIP models☆25Updated 6 months ago
- ☆24Updated 4 years ago
- A collection of self-supervised papers in medical imaging.☆40Updated 4 years ago
- S5CL: Unifying Fully-Supervised, Self-Supervised, and Semi-Supervised Learning Through Hierarchical Contrastive Learning☆17Updated 2 years ago
- Code for the paper "Failure Detection in Medical Image Classification: A Reality Check and Benchmarking Testbed", TMLR 2022, Bernhardt et…☆21Updated 2 years ago
- Gcam is an easy to use Pytorch library that makes model predictions more interpretable for humans. It allows the generation of attention…☆50Updated 4 years ago
- Repository for the Medical Out-of-Distribution Analysis Challenge.☆63Updated last year
- GAN-based method to create counterfactual explanations for chest X-rays☆25Updated 2 years ago
- MoCo-based unsupervised training for Chest X-Ray Interpretation☆45Updated 3 years ago
- The official implementation of "ECAMP: Entity-centered Context-aware Medical Vision Language Pre-training"☆43Updated last week
- [MIDL 2023] Official Imeplementation of "Making Your First Choice: To Address Cold Start Problem in Vision Active Learning"☆35Updated 2 years ago
- Supervised and semi-supervised image classification with self-supervised regularization.☆36Updated 3 years ago
- ☆27Updated 2 years ago
- ☆36Updated 2 years ago
- MICCAI 2021 Code for the paper: Ultrasound Video Transformers for Cardiac Ejection Fraction Estimation☆39Updated 3 years ago