billhhh / ShaSpecLinks
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"
☆79Updated 7 months ago
Alternatives and similar repositories for ShaSpec
Users that are interested in ShaSpec are comparing it to the libraries listed below
Sorting:
- offical code for MMANet: Margin-aware Distillation and Modality-aware Regularization for Incomplete Multimodal Learning☆44Updated last year
- A comprehensive review of techniques to address the missing-modality problem for medical images☆77Updated last month
- ☆60Updated last year
- ☆18Updated last year
- [CVPR 2025] Official implementation of BiomedCoOp☆91Updated 5 months ago
- [CVPR2023]PEFAT: Boosting Semi-supervised Medical Image Classification via Pseudo-loss Estimation and Feature Adversarial Training☆51Updated 2 years ago
- [ECCV 2024] TIP: Tabular-Image Pre-training for Multimodal Classification with Incomplete Data (an official implementation)☆77Updated 7 months ago
- [MICCAI'19] Robust multimodal brain tumor segmentation via feature disentanglement and gated fusion☆42Updated 3 years ago
- CVPR 2024 (Highlight)☆142Updated last year
- 【MICCAI 2023 Early Accept & MedIA】EyeMost "Reliable Multimodality Eye Disease Screening via Mixture of Student's t Distributions"☆25Updated 11 months ago
- ☆30Updated 4 months ago
- accepted by MICCAI2024☆40Updated 11 months ago
- ☆25Updated last year
- [ICASSP 2023] Prototype Knowledge Distillation for Medical Segmentation with Missing Modality☆56Updated 9 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☆52Updated last year
- [IEEE-JBHI'2024] M2FTrans: Modality-Masked Fusion Transformer for Incomplete Multi-Modality Brain Tumor Segmentation☆23Updated last year
- [CVPR 2025] STiL: Semi-supervised Tabular-Image Learning for Comprehensive Task-Relevant Information Exploration in Multimodal Classifica…☆29Updated 7 months ago
- [CVPR'25] Enhanced Contrastive Learning with Multi-view Longitudinal Data for Chest X-ray Report Generation☆72Updated 2 months ago
- [TNNLS'25] [MICCAI'24] A Parameter and Memory Efficient Transfer Learning Method☆33Updated 2 weeks ago
- Implementation Code for paper "Efficient Multimodal Fusion via Interactive Prompting" in CVPR2023☆17Updated 2 years ago
- Code for benchmark comparing self-supervised and semi-supervised deep classifiers for medical images☆23Updated 2 weeks ago
- DrFuse: Learning Disentangled Representation for Clinical Multi-Modal Fusion with Missing Modality and Modal Inconsistency (AAAI24)☆57Updated last year
- [ACM-MM'24 Oral] PASSION: Towards Effective Incomplete Multi-Modal Medical Image Segmentation with Imbalanced Missing Rates☆29Updated 5 months ago
- ☆20Updated 2 years ago
- A2FSeg: Adaptive Multi-Modal Fusion Network for Medical Image Segmentation☆48Updated 2 years ago
- [MICCAI 2022] The official code for "mmFormer: Multimodal Medical Transformer for Incomplete Multimodal Learning of Brain Tumor Segmentat…☆127Updated last year
- ☆98Updated 5 months ago
- ☆18Updated last year
- ☆28Updated 7 months ago
- [MedIA 2025] MedIAnomaly: A comparative study of anomaly detection in medical images☆66Updated 3 weeks ago