WeijiaZhang24 / CausalMIL
Multi-Instance Causal Representation Learning
☆15Updated 2 months ago
Alternatives and similar repositories for CausalMIL:
Users that are interested in CausalMIL are comparing it to the libraries listed below
- [ICLR 2024]Implementation of "Prototypical Information Bottlenecking and Disentangling for Multimodal Cancer Survival Prediction"☆57Updated 8 months ago
- Multiple Instance Learning via Iterative Self-Paced Supervised Contrastive Learning (CVPR 2023)☆42Updated last year
- ☆11Updated last year
- Iteratively Coupled Multiple Instance Learning☆18Updated last month
- SI-MIL☆24Updated 2 weeks ago
- Code of "Bayes-MIL: A New Probabilistic Perspective on Attention-based Multiple Instance Learning for Whole Slide Images" - ICLR 2023☆15Updated last year
- Official Pytorch Code of Our Paper: Rethinking Multiple Instance Learning for Whole Slide Image Classification: A Good Instance Classifie…☆14Updated 8 months ago
- ☆29Updated 5 years ago
- ☆14Updated 11 months ago
- Official PyTorch implementation of our NeurIPS 2022 paper: Weakly Supervised Knowledge Distillation for Whole Slide Image Classification☆60Updated 11 months ago
- [ECCV'24] cDP-MIL: Robust Multiple Instance Learning via Cascaded Dirichlet Process☆12Updated 4 months ago
- ☆28Updated last year
- Incomplete Multimodal Data Integration to Advance Precise Treatment Response Prediction and Survival Analysis for Gastric Cancer☆13Updated 10 months ago
- Exploring Low-Rank Property in Multiple Instance Learning for Whole Slide Image Classification☆15Updated last month
- Repository for Hierarchical Attention-Guided Multiple Instance Learning☆22Updated last year
- Improving Representation Learning for Histopathologic Images with Cluster Constraints☆17Updated last year
- ICLR'24 | Multimodal Patient Representation Learning with Missing Modalities and Labels☆29Updated 8 months ago
- [CVPR'23] Histopathology Whole Slide Image Analysis with Heterogeneous Graph Representation Learning☆80Updated last year
- [ICCV 2023 Oral] Multiple Instance Learning Framework with Masked Hard Instance Mining for Whole Slide Image Classification☆72Updated last month
- Graph attention-based fusion of pathology images and gene expression for prediction of cancer survival☆11Updated last month
- [CVPR 2024] Dynamic Graph Representation with Knowledge-aware Attention for Histopathology Whole Slide Image Analysis☆58Updated 3 months ago
- [MedIA 2024] The implementation of AdvMIL: Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide Images☆32Updated last year
- Hard Sample Aware Noise Robust Learning forHistopathology Image Classification☆33Updated last year
- [MICCAI 2024] Official Code for "MambaMIL: Enhancing Long Sequence Modeling with Sequence Reordering in Computational Pathology"☆77Updated 3 months ago
- ☆29Updated 3 years ago
- ☆26Updated 2 years ago
- [IEEE TMI 2024] Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification☆50Updated 4 months ago
- ☆58Updated last year
- PyTorch implementation of GCMAE☆34Updated 6 months ago
- Code for replicating results presented in the paper: "Quantifying Explainers of Graph Neural Networks in Computational Pathology"☆45Updated 3 years ago