billhhh / ShaSpec
The official code repository of ShaSpec model from CVPR 2023 [paper](https://arxiv.org/pdf/2307.14126) "Multi-modal Learning with Missing Modality via Shared-Specific Feature Modelling"
☆54Updated last month
Alternatives and similar repositories for ShaSpec:
Users that are interested in ShaSpec are comparing it to the libraries listed below
- A comprehensive review of techniques to address the missing-modality problem for medical images☆40Updated last month
- ☆13Updated 4 months ago
- offical code for MMANet: Margin-aware Distillation and Modality-aware Regularization for Incomplete Multimodal Learning☆34Updated 9 months ago
- DrFuse: Learning Disentangled Representation for Clinical Multi-Modal Fusion with Missing Modality and Modal Inconsistency (AAAI24)☆34Updated 6 months ago
- [MICCAI'19] Robust multimodal brain tumor segmentation via feature disentanglement and gated fusion☆37Updated 3 years ago
- [ICASSP 2023] Prototype Knowledge Distillation for Medical Segmentation with Missing Modality☆42Updated last month
- The repo for "Diagnosing and Re-learning for Balanced Multi-modal Learning", ECCV 2024☆24Updated 7 months ago
- Official pytorch implementation of Paper - DiaMond: Dementia Diagnosis with Multi-Modal Vision Transformers Using MRI and PET - WACV 2025☆13Updated 3 months ago
- [IEEE-JBHI'2024] M2FTrans: Modality-Masked Fusion Transformer for Incomplete Multi-Modality Brain Tumor Segmentation☆19Updated 4 months ago
- ☆25Updated last year
- CVPR 2024 (Highlight)☆125Updated 4 months ago
- ☆22Updated 2 months ago
- Source code of SFusion☆26Updated last year
- The code of Modality-adaptive Feature Interaction for Brain Tumor Segmentation with Missing Modalities☆21Updated 2 years ago
- ☆37Updated 4 months ago
- Pytorch code of MICCAI 2023 Paper-Ariadne’s Thread : Using Text Prompts to Improve Segmentation of Infected Areas from Chest X-ray images☆43Updated 11 months ago
- Implementation Code for paper "Efficient Multimodal Fusion via Interactive Prompting" in CVPR2023☆17Updated last year
- ☆30Updated last year
- Med-DANet Series (ECCV 2022 & WACV 2024)☆12Updated last year
- A2FSeg: Adaptive Multi-Modal Fusion Network for Medical Image Segmentation☆39Updated last year
- Official repository for the paper "Prototype Representation Joint Learning from Medical Images and Reports, ICCV 2023".☆68Updated last year
- Code for [CVPR 2024] Each Test Image Deserves A Specific Prompt: Continual Test-Time Adaptation for 2D Medical Image Segmentation.☆49Updated 2 months ago
- ☆24Updated 3 months ago
- ☆43Updated 2 months ago
- ☆26Updated 4 months ago
- 【MICCAI 2023 Early Accept & MedIA submission】EyeMost "Reliable Multimodality Eye Disease Screening via Mixture of Student's t Distributio…☆20Updated 2 months ago
- A curated list of balanced multimodal learning methods.☆48Updated 2 months ago
- ☆22Updated 9 months ago
- [MICCAI 2023] Few-Shot Medical Image Segmentation via a Region-enhanced Prototypical Transformer☆46Updated 4 months ago
- ☆11Updated last year