liupei101 / PseMix
[IEEE TMI 2024] Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification
☆46Updated 2 months ago
Related projects ⓘ
Alternatives and complementary repositories for PseMix
- The code for Kernel attention transformer (KAT)☆30Updated 5 months ago
- Iteratively Coupled Multiple Instance Learning☆16Updated 6 months ago
- [ICCV 2023 Oral] Multiple Instance Learning Framework with Masked Hard Instance Mining for Whole Slide Image Classification☆63Updated this week
- ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification (CVPR 2024)☆40Updated 4 months ago
- [MedIA 2024] The implementation of AdvMIL: Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide Images☆31Updated last year
- ☆13Updated last year
- Official PyTorch implementation of our NeurIPS 2022 paper: Weakly Supervised Knowledge Distillation for Whole Slide Image Classification☆58Updated 10 months ago
- [ESWA 2023] Implementation of DSCA: A Dual-stream Network with Cross-attention on Whole-Slide Image Pyramids for Cancer Prognosis☆22Updated 7 months ago
- HVTSurv: Hierarchical Vision Transformer for Patient-level Survival Prediction from Whole Slide Image-AAAI 2023☆26Updated last year
- Repository for Hierarchical Attention-Guided Multiple Instance Learning☆20Updated last year
- MICCAI2021 Paper: Self-supervised visual representation learning for histopathological images☆26Updated 2 years ago
- ☆16Updated 2 years ago
- This is the official repository for our CVPR 2023 paper 'Task-Specific Fine-Tuning via Variational Information Bottleneck for Weakly-Supe…☆77Updated 7 months ago
- [MICCAI'23] HIGT: Hierarchical Interaction Graph-Transformer for Whole Slide Image Analysis☆30Updated 2 months ago
- ☆36Updated 4 months ago
- ☆19Updated 4 months ago
- Repository for "Gigapixel Whole-Slide Images Classification using Locally Supervised Learning"☆27Updated 2 years ago
- ☆16Updated 2 years ago
- Multi-Scale Representation Attention based Deep Multiple Instance Learning for Gigapixel Whole Slide Image Analysis☆25Updated last year
- MICCAI 2022: Online Easy Example Mining for Weakly-supervised Gland Segmentation from Histology Images☆34Updated last year
- SI-MIL☆21Updated 5 months ago
- ☆56Updated 2 years ago
- [MICCAI 2024] Official Code for "MambaMIL: Enhancing Long Sequence Modeling with Sequence Reordering in Computational Pathology"☆68Updated last month
- ☆16Updated last year
- A bayesian collaborative learning framework for whole-slide image classification☆24Updated last year
- ☆13Updated 2 years ago
- Improving Representation Learning for Histopathologic Images with Cluster Constraints☆16Updated 10 months ago
- Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification (ECCV2024)☆64Updated last month
- CBMIL: Clustering-based Multi-instance Learning Network for Whole Slide Image Classification☆10Updated last year
- Repository for "SAM-Path: A Segment Anything Model for Semantic Segmentation in Digital Pathology" (MedAGI2023, MICCAI2023 workshop)☆30Updated last month