bupt-ai-cz / HSA-NRL
Hard Sample Aware Noise Robust Learning forHistopathology Image Classification
☆34Updated last year
Alternatives and similar repositories for HSA-NRL:
Users that are interested in HSA-NRL are comparing it to the libraries listed below
- ☆34Updated 3 years ago
- MICCAI 2022: Online Easy Example Mining for Weakly-supervised Gland Segmentation from Histology Images☆34Updated 2 years ago
- [NIPS 2020] The code release of paper 'Domain Generalization for Medical Imaging Classification with Linear-Dependency Regularization'☆67Updated 4 years ago
- MICCAI2021 Paper: Self-supervised visual representation learning for histopathological images☆27Updated 2 years ago
- Pytorch code for the paper "Deep Interpretable Classification and Weakly-Supervised Segmentation of Histology Images via Max-Min Uncertai…☆19Updated 2 years ago
- Multiple Instance Learning via Iterative Self-Paced Supervised Contrastive Learning (CVPR 2023)☆44Updated last year
- [CVPR2023]PEFAT: Boosting Semi-supervised Medical Image Classification via Pseudo-loss Estimation and Feature Adversarial Training☆49Updated last year
- Code for [IEEE-TMI] Domain and Content Adaptive Convolution based Multi-Source Domain Generalization for Medical Image Segmentation.☆35Updated 2 years ago
- Domain generalization benchmark for skin lesion recognition, MICCAI 2023☆18Updated last year
- [MICCAI'21] Source-Free domain adaptive fundus image segmentation with denoised pseudo-labeling☆57Updated 3 years ago
- vMFNet: Compositionality Meets Domain-generalised Segmentation☆16Updated 2 years ago
- Instance-based Vision Transformer for Subtyping of Papillary Renal Cell Carcinoma in Histopathological Image-MICCAI 2021☆17Updated last year
- Official implementation for MICCAI 2021 paper "Federated Semi-supervised Medical Image Classification via Inter-client Relation Matching"☆51Updated last year
- Code for the paper "Test-time adaptable neural networks for robust medical image segmentation"☆46Updated 4 years ago
- ☆29Updated last year
- Official PyTorch implementation of our NeurIPS 2022 paper: Weakly Supervised Knowledge Distillation for Whole Slide Image Classification☆66Updated last year
- The source code of 'Categorical Relation-Preserving Contrastive Knowledge Distillation for Medical Image Classification' (MICCAI 2021)☆18Updated 3 years ago
- Code for "ACPL: Anti-curriculum Pseudo-labelling for Semi-supervised Medical Image Classification" [CVPR 2022]☆76Updated 2 years ago
- ☆29Updated 5 years ago
- [MIA' 22] Source free domain adaptation for medical image segmentation with fourier style mining☆45Updated last year
- [IEEE TMI 2024] Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification☆57Updated last month
- [AAAI 2023] Official PyTorch implementation of the paper "SLAug: Rethinking Data Augmentation for Single-source Domain Generalization in …☆73Updated 5 months ago
- ☆18Updated last year
- ☆30Updated last year
- Source-Free Domain Adaptation☆41Updated last year
- Learning to Segment from Noisy Annotations: A Spatial Correction Approach☆19Updated last year
- Code for Prompt Learning based Source-free Domain Adaptation for Medical Image Segmentation.☆25Updated last year
- This is the official code for the paper Learning Represenations with Contrastive Self-Supervised Learning for Histopathology Applications☆12Updated 2 years ago
- A bayesian collaborative learning framework for whole-slide image classification☆25Updated last year
- Attention Based Multi-Instance Thyroid Cytopathological Diagnosis with Multi-Scale Feature Fusion☆12Updated 3 years ago