bupt-ai-cz / HSA-NRLLinks
Hard Sample Aware Noise Robust Learning forHistopathology Image Classification
☆35Updated last year
Alternatives and similar repositories for HSA-NRL
Users that are interested in HSA-NRL are comparing it to the libraries listed below
Sorting:
- Multiple Instance Learning via Iterative Self-Paced Supervised Contrastive Learning (CVPR 2023)☆46Updated last year
- ☆30Updated last year
- ☆34Updated 3 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
- [NIPS 2020] The code release of paper 'Domain Generalization for Medical Imaging Classification with Linear-Dependency Regularization'☆67Updated 4 years ago
- Code for [IEEE-TMI] Domain and Content Adaptive Convolution based Multi-Source Domain Generalization for Medical Image Segmentation.☆36Updated 2 years ago
- Instance-based Vision Transformer for Subtyping of Papillary Renal Cell Carcinoma in Histopathological Image-MICCAI 2021☆17Updated last year
- Attention Based Multi-Instance Thyroid Cytopathological Diagnosis with Multi-Scale Feature Fusion☆12Updated 3 years ago
- Code for "ACPL: Anti-curriculum Pseudo-labelling for Semi-supervised Medical Image Classification" [CVPR 2022]☆77Updated 2 years ago
- MICCAI 2022: Online Easy Example Mining for Weakly-supervised Gland Segmentation from Histology Images☆34Updated 2 years ago
- Official PyTorch implementation of our NeurIPS 2022 paper: Weakly Supervised Knowledge Distillation for Whole Slide Image Classification☆66Updated last year
- Learning to Segment from Noisy Annotations: A Spatial Correction Approach☆19Updated last year
- ☆29Updated 5 years ago
- MICCAI2021 Paper: Self-supervised visual representation learning for histopathological images☆29Updated 2 years ago
- ☆20Updated 2 years ago
- [IEEE TMI 2024] Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification☆60Updated 2 months ago
- Code Repository for AAAI23 paper "Weakly-Supervised Semantic Segmentation for Histopathology Images Based on Dataset Synthesis and Featur…☆12Updated 11 months ago
- The source code of 'Categorical Relation-Preserving Contrastive Knowledge Distillation for Medical Image Classification' (MICCAI 2021)☆18Updated 3 years ago
- Domain generalization benchmark for skin lesion recognition, MICCAI 2023☆19Updated last year
- Official PyTorch Implementation and Pre-trained Models for Benchmarking Transfer Learning for Medical Image Analysis☆55Updated 2 years ago
- ☆21Updated last year
- ☆23Updated 3 years ago
- Predicting Axillary Lymph Node Metastasis in Early Breast Cancer Using Deep Learning on Primary Tumor Biopsy Slides, BCNB Dataset☆62Updated 2 years ago
- IEEE J-BHI paper: MSBP_Net: Multi-scale binary pattern encoding network for cancer classification in pathology images☆11Updated 6 months ago
- vMFNet: Compositionality Meets Domain-generalised Segmentation☆16Updated 2 years ago
- [MICCAI'22] Dynamic Bank Learning for Semi-supervised Federated Image Diagnosis with Class Imbalance☆19Updated 2 years ago
- Adaptive Early-Learning Correction for Segmentation from Noisy Annotations (CVPR 2022 Oral)☆84Updated 2 years ago
- ☆11Updated last year
- ☆9Updated last year
- Unofficial implementation of CVPR2022 paper DTFD-MIL. Use the official CAMELYON16 dataset instead of the .pickle file used in the officia…☆27Updated 2 years ago