Duplums / CoMMLinks
[ICLR 2025] Multi-modal representation learning of shared, unique and synergistic features between modalities
☆19Updated last month
Alternatives and similar repositories for CoMM
Users that are interested in CoMM are comparing it to the libraries listed below
Sorting:
- DrFuse: Learning Disentangled Representation for Clinical Multi-Modal Fusion with Missing Modality and Modal Inconsistency (AAAI24)☆47Updated 9 months ago
- This is the official code for NeurIPS 2023 paper "Learning Unseen Modality Interaction"☆17Updated last year
- The official code repository of ShaSpec model from CVPR 2023 [paper](https://arxiv.org/pdf/2307.14126) "Multi-modal Learning with Missing…☆71Updated last month
- The repo for "Enhancing Multi-modal Cooperation via Sample-level Modality Valuation", CVPR 2024☆52Updated 7 months ago
- offical code for MMANet: Margin-aware Distillation and Modality-aware Regularization for Incomplete Multimodal Learning☆36Updated last year
- ☆19Updated last month
- ☆68Updated 6 months ago
- PMR: Prototypical Modal Rebalance for Multimodal Learning☆38Updated 2 years ago
- ☆51Updated 8 months ago
- [NeurIPS 2024 Spotlight] Code for the paper "Flex-MoE: Modeling Arbitrary Modality Combination via the Flexible Mixture-of-Experts"☆52Updated 7 months ago
- Code for the paper Visual Explanations of Image–Text Representations via Multi-Modal Information Bottleneck Attribution☆50Updated last year
- Multimodal Prompting with Missing Modalities for Visual Recognition, CVPR'23☆204Updated last year
- This is official implementation of "Curriculum Fine-tuning of Vision Foundation Model for Medical Image Classification Under Label Noise"…☆16Updated 2 months ago
- Decoupling common and unique representations for multimodal self-supervised learning☆60Updated 9 months ago
- Pytorch implementation of "Test-time Adaption against Multi-modal Reliability Bias".☆34Updated 5 months ago
- [CVPR 2025] Official implementation of BiomedCoOp☆48Updated 2 months ago
- Quality-aware multimodal fusion on ICML 2023☆103Updated 3 months ago
- ☆27Updated 7 months ago
- Adaptation of vision-language models (CLIP) to downstream tasks using local and global prompts.☆44Updated 8 months ago
- An official implementation of "Distribution-Consistent Modal Recovering for Incomplete Multimodal Learning" in PyTorch. (ICCV 2023)☆31Updated last year
- The official implementation of CMAE https://arxiv.org/abs/2207.13532 and https://ieeexplore.ieee.org/document/10330745☆103Updated last year
- ICLR'24 | Multimodal Patient Representation Learning with Missing Modalities and Labels☆36Updated 2 months ago
- MoCo v2 Pytorch tutorial, https://arxiv.org/abs/2003.04297☆34Updated 3 years ago
- [ICLR 2024]Implementation of "Prototypical Information Bottlenecking and Disentangling for Multimodal Cancer Survival Prediction"☆64Updated last year
- Code for the paper 'Dynamic Multimodal Fusion'☆107Updated 2 years ago
- This repo is the official implementation of TMI2024 paper "Prompt-driven Latent Domain Generalization for Medical Image Classification".☆21Updated 7 months ago
- ☆13Updated 4 months ago
- The repo for "MMPareto: Boosting Multimodal Learning with Innocent Unimodal Assistance", ICML 2024☆42Updated 11 months ago
- A comprehensive review of techniques to address the missing-modality problem for medical images☆55Updated last week
- The official implementation for DomainDrop (ICCV 2023).☆48Updated last year