StefanoWoerner / torchcrossLinks
A PyTorch Toolbox for Cross-Domain Few-Shot Learning and Meta-Learning
☆11Updated last year
Alternatives and similar repositories for torchcross
Users that are interested in torchcross are comparing it to the libraries listed below
Sorting:
- The medical imaging meta-learning toolbox allows to build models that learn to learn in a setting with diverse tasks. It also provides co…☆41Updated last year
- ☆116Updated 8 months ago
- Code for [IEEE-TMI] Domain and Content Adaptive Convolution based Multi-Source Domain Generalization for Medical Image Segmentation.☆37Updated 2 years ago
- Contrastive Regularizer☆12Updated last year
- Pytorch implementation of Swin MAE https://arxiv.org/abs/2212.13805☆94Updated last month
- Code for benchmark comparing self-supervised and semi-supervised deep classifiers for medical images☆21Updated 3 months ago
- ☆30Updated last month
- Official PyTorch implementation of ChAda-ViT [CVPR 2024]☆37Updated 4 months ago
- Code Repository for "SSL-ProtoNet: Self-supervised Learning Prototypical Networks for few-shot learning"☆26Updated 10 months ago
- A Comprehensive Survey of Continual Learning in Medical Scenarios☆16Updated 10 months ago
- 【MICCAI 2023】"Uncertainty-Informed Mutual Learning for Joint Medical Image Classification and Segmentation".☆29Updated last year
- Code implementation of the empirical study paper using ViT for AD classification☆12Updated 9 months ago
- This repository summarizes the material gathered for the tutorial on learning disentangled representations in the imaging domain, and ser…☆62Updated 2 years ago
- [ECCV 2024] TIP: Tabular-Image Pre-training for Multimodal Classification with Incomplete Data (an official implementation)☆66Updated 4 months ago
- Archive for Self-supervised learning in Medical images (A4SM).☆60Updated 3 years ago
- an incremental learning framework☆43Updated last year
- ☆27Updated last year
- [CVPR2023]PEFAT: Boosting Semi-supervised Medical Image Classification via Pseudo-loss Estimation and Feature Adversarial Training☆51Updated 2 years ago
- The Pre-lease github repository of ECHOPULSE: ECG CONTROLLED ECHOCARDIO- GRAMS VIDEO GENERATION☆32Updated 6 months ago
- AAAI 2023: Semi-Supervised Deep Regression with Uncertainty Consistency and Variational Model Ensembling via Bayesian Neural Networks☆31Updated 2 years ago
- [IEEE-TMI'22] Causality-inspired Single-source Domain Generalization for Medical Image Segmentation (code&data-processing pipeline)☆103Updated 2 years ago
- Code for [MICCAI 2023] Treasure in Distribution: A Domain Randomization based Multi-Source Domain Generalization for 2D Medical Image Seg…☆36Updated 6 months ago
- ☆21Updated 6 years ago
- Code for "ACPL: Anti-curriculum Pseudo-labelling for Semi-supervised Medical Image Classification" [CVPR 2022]☆78Updated 2 years ago
- [MICCAI 2024 - Early Accept] BiasPruner: Debiased Continual Learning for Medical Image Classification☆11Updated 9 months ago
- [MedIA] Paper list and source code for survey "A comprehensive survey on deep active learning in medical image analysis"☆107Updated 2 months ago
- [MedIA'22] Constrained unsupervised anomaly segmentation.☆20Updated 2 years ago
- Dynamic Affine Feature Map Transform☆47Updated last year
- CLIP-Lung (MICCAI 2023)☆18Updated last year
- [MICCAI'19] Robust multimodal brain tumor segmentation via feature disentanglement and gated fusion☆40Updated 3 years ago