miccaiif / WENO
Official PyTorch implementation of our NeurIPS 2022 paper: Weakly Supervised Knowledge Distillation for Whole Slide Image Classification
☆58Updated 9 months ago
Related projects ⓘ
Alternatives and complementary repositories for WENO
- [ICCV 2023 Oral] Multiple Instance Learning Framework with Masked Hard Instance Mining for Whole Slide Image Classification☆62Updated 3 months ago
- Repository for Hierarchical Attention-Guided Multiple Instance Learning☆20Updated last year
- 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
- Multiple Instance Learning via Iterative Self-Paced Supervised Contrastive Learning (CVPR 2023)☆41Updated last year
- ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification (CVPR 2024)☆40Updated 4 months ago
- MICCAI2021 Paper: Self-supervised visual representation learning for histopathological images☆26Updated 2 years ago
- MICCAI 2022: Online Easy Example Mining for Weakly-supervised Gland Segmentation from Histology Images☆34Updated last year
- [IEEE TMI 2024] Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification☆45Updated 2 months ago
- [CVPR 2024] Dynamic Graph Representation with Knowledge-aware Attention for Histopathology Whole Slide Image Analysis☆49Updated last month
- Multi-Scale Representation Attention based Deep Multiple Instance Learning for Gigapixel Whole Slide Image Analysis☆25Updated last year
- CVPR 2023 Highlight☆76Updated 7 months ago
- Here is the official implementation of the paper "Cross-Modal Translation and Alignment for Survival Analysis"☆50Updated 7 months ago
- ☆55Updated 2 years ago
- PyTorch implementation of GCMAE☆34Updated 4 months ago
- The code for Kernel attention transformer (KAT)☆30Updated 5 months ago
- Official PyTorch implementation of our MICCAI 2022 paper: DGMIL: Distribution Guided Multiple Instance Learning for Whole Slide Image Cla…☆33Updated 9 months ago
- [ECCV2022&TPAMI] Official pytorch implementation of UniMiSS & UniMiSS+☆58Updated 2 weeks ago
- Repository for "Gigapixel Whole-Slide Images Classification using Locally Supervised Learning"☆27Updated 2 years ago
- ☆28Updated last year
- Generalizable Whole Slide Image Classification with Fine-Grained Visual-Semantic Interaction☆21Updated 4 months ago
- [CVPR 2024] Feature Re-Embedding: Towards Foundation Model-Level Performance in Computational Pathology☆85Updated 2 months ago
- Official code of MICCAI'23 paper "Text-guided Foundation Model Adaptation for Pathological Image Classification"☆59Updated 10 months ago
- ☆29Updated 5 years ago
- [CVPR'23] Histopathology Whole Slide Image Analysis with Heterogeneous Graph Representation Learning☆74Updated last year
- ☆19Updated 2 years ago
- MuRCL: Multi-instance Reinforcement Contrastive Learning for Whole Slide Image Classification☆24Updated 2 years ago
- [MICCAI 2024] Official Code for "MambaMIL: Enhancing Long Sequence Modeling with Sequence Reordering in Computational Pathology"☆68Updated last month
- ☆33Updated 3 years ago
- Official PyTorch Implementation for DiRA: Discriminative, Restorative, and Adversarial Learning for Self-supervised Medical Image Analysi…☆99Updated 7 months ago
- This is the official code of the paper "Nuclei Segmentation with Point Annotations from Pathology Images via Self-Supervised Learning and…☆17Updated 10 months ago