Vison307 / PistoSeg
Code Repository for AAAI23 paper "Weakly-Supervised Semantic Segmentation for Histopathology Images Based on Dataset Synthesis and Feature Consistency Constraint"
☆12Updated 9 months ago
Alternatives and similar repositories for PistoSeg:
Users that are interested in PistoSeg are comparing it to the libraries listed below
- Official PyTorch implementation of our NeurIPS 2022 paper: Weakly Supervised Knowledge Distillation for Whole Slide Image Classification☆65Updated last year
- Code for the First Place Solution in OCELOT 2023: Cell Detection from Cell-Tissue Interaction☆9Updated last year
- MICCAI 2022: Online Easy Example Mining for Weakly-supervised Gland Segmentation from Histology Images☆35Updated 2 years ago
- Official PyTorch implementation of our MICCAI 2022 paper: DGMIL: Distribution Guided Multiple Instance Learning for Whole Slide Image Cla…☆33Updated last year
- ☆11Updated last year
- MuRCL: Multi-instance Reinforcement Contrastive Learning for Whole Slide Image Classification☆25Updated 3 years ago
- Implementation of "Dynamic Policy-Driven Adaptive Multi-Instance Learning for Whole Slide Image Classification", (CVPR 2024 Highlight).☆15Updated 3 weeks ago
- ☆11Updated last year
- A bayesian collaborative learning framework for whole-slide image classification☆25Updated last year
- ☆61Updated 2 years ago
- [MedIA 2024] The implementation of AdvMIL: Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide Images☆33Updated last year
- Here is the official implementation of the paper "Cross-Modal Translation and Alignment for Survival Analysis"☆55Updated 11 months ago
- ☆31Updated 2 months ago
- Iteratively Coupled Multiple Instance Learning☆19Updated 4 months ago
- [ICCV 2023 Oral] Multiple Instance Learning Framework with Masked Hard Instance Mining for Whole Slide Image Classification☆73Updated 2 weeks ago
- PointNu-Net Project☆17Updated last year
- Prototypical multiple instance learning for predicting lymph node metastasis of breast cancer from whole-slide pathological images☆27Updated last year
- This is the official repository for our CVPR 2023 paper 'Task-Specific Fine-Tuning via Variational Information Bottleneck for Weakly-Supe…☆81Updated 11 months ago
- [IEEE TMI 2024] Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification☆55Updated 2 weeks ago
- Multiple Instance Learning via Iterative Self-Paced Supervised Contrastive Learning (CVPR 2023)☆44Updated last year
- ☆12Updated last year
- [MICCAI'23] HIGT: Hierarchical Interaction Graph-Transformer for Whole Slide Image Analysis☆32Updated 6 months ago
- PyTorch implementation of GCMAE☆36Updated 8 months ago
- [NeurIPS 2023] The Rise of AI Language Pathologists: Exploring Two-level Prompt Learning for Few-shot Weakly-supervised Whole Slide Image…☆33Updated 10 months ago
- Generalizable Whole Slide Image Classification with Fine-Grained Visual-Semantic Interaction☆30Updated 9 months ago
- [CVPR 2024] Dynamic Graph Representation with Knowledge-aware Attention for Histopathology Whole Slide Image Analysis☆66Updated last month
- This is the official code of the paper "Nuclei Segmentation with Point Annotations from Pathology Images via Self-Supervised Learning and…☆19Updated last year
- ☆25Updated last month
- ☆28Updated 5 months ago
- ☆20Updated 2 years ago