titizheng / PAMILLinks
Implementation of "Dynamic Policy-Driven Adaptive Multi-Instance Learning for Whole Slide Image Classification", (CVPR 2024 Highlight).
☆22Updated 9 months ago
Alternatives and similar repositories for PAMIL
Users that are interested in PAMIL are comparing it to the libraries listed below
Sorting:
- A bayesian collaborative learning framework for whole-slide image classification☆25Updated 2 years ago
- Official code repository of paper HMIL: Hierarchical Multi-Instance Learning for Fine-Grained WSI Classification☆19Updated 8 months ago
- [MICCAI 2024] Official Code for "MambaMIL: Enhancing Long Sequence Modeling with Sequence Reordering in Computational Pathology"☆104Updated 7 months ago
- Here is the official implementation of the paper "Cross-Modal Translation and Alignment for Survival Analysis"☆61Updated last year
- [CVPR 2024] Dynamic Graph Representation with Knowledge-aware Attention for Histopathology Whole Slide Image Analysis☆82Updated 10 months ago
- Official PyTorch implementation of our NeurIPS 2022 paper: Weakly Supervised Knowledge Distillation for Whole Slide Image Classification☆67Updated last year
- [ICCV 2023 Oral, IJCV 2025] Multiple Instance Learning Framework with Masked Hard Instance Mining for Whole Slide Image Classification☆90Updated last week
- [MedIA'25] UN-SAM: Domain-Adaptive Self-Prompt Segmentation for Universal Nuclei Images☆88Updated 5 months ago
- Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification (IEEE TMI 2024)☆67Updated 8 months ago
- [CVPR 2024] Self-Supervised Vision Mamba for Histopathology Images☆57Updated 4 months ago
- WSISR: Single image super-resolution for Whole slide Imaging using convolutional neural networks and self-supervised color normalization.☆25Updated 3 years ago
- A repository for Prototype Attention-based Multiple Instance Learning.☆13Updated last year
- Repository for Hierarchical Attention-Guided Multiple Instance Learning☆25Updated 2 years ago
- 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
- The official repo of "A Multimodal Knowledge-enhanced Whole-slide Pathology Foundation Model"☆36Updated 2 months ago
- ☆15Updated 2 years ago
- Exploring Low-Rank Property in Multiple Instance Learning for Whole Slide Image Classification☆25Updated 11 months ago
- [CVPR 2024] Feature Re-Embedding: Towards Foundation Model-Level Performance in Computational Pathology☆133Updated 2 months ago
- [ESWA 2023] Implementation of DSCA: A Dual-stream Network with Cross-attention on Whole-Slide Image Pyramids for Cancer Prognosis☆21Updated last year
- This is the official code of the paper "Nuclei Segmentation with Point Annotations from Pathology Images via Self-Supervised Learning and…☆19Updated last year
- Iteratively Coupled Multiple Instance Learning☆23Updated last year
- ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification (CVPR 2024)☆96Updated 10 months ago
- Official PyTorch implementation of our MICCAI 2022 paper: DGMIL: Distribution Guided Multiple Instance Learning for Whole Slide Image Cla…☆34Updated last year
- [Nature Communications 2025] Large-Scale Generative Tumor Synthesis in Computed Tomography Images for Improving Tumor Recognition☆44Updated this week
- ☆24Updated last year
- Code Repository for AAAI23 paper "Weakly-Supervised Semantic Segmentation for Histopathology Images Based on Dataset Synthesis and Featur…☆12Updated last year
- MICCAI 2022: Online Easy Example Mining for Weakly-supervised Gland Segmentation from Histology Images☆35Updated 2 years ago
- ☆18Updated 2 years ago
- HVTSurv: Hierarchical Vision Transformer for Patient-level Survival Prediction from Whole Slide Image-AAAI 2023☆33Updated 2 years ago
- ☆11Updated 11 months ago