Raina-Xin / I2MoELinks
[ICML 2025] I2MoE: Interpretable Multimodal Interaction-aware Mixture-of-Experts.
☆43Updated 5 months ago
Alternatives and similar repositories for I2MoE
Users that are interested in I2MoE are comparing it to the libraries listed below
Sorting:
- [ICML 2023] Provable Dynamic Fusion for Low-Quality Multimodal Data☆111Updated 4 months ago
 - DrFuse: Learning Disentangled Representation for Clinical Multi-Modal Fusion with Missing Modality and Modal Inconsistency (AAAI24)☆57Updated last year
 - The repo for "Enhancing Multi-modal Cooperation via Sample-level Modality Valuation", CVPR 2024☆57Updated 11 months ago
 - ☆52Updated 10 months ago
 - ☆74Updated 11 months ago
 - Reliable Conflictive Multi-view Learning☆86Updated last year
 - [NeurIPS 2024 Spotlight] Code for the paper "Flex-MoE: Modeling Arbitrary Modality Combination via the Flexible Mixture-of-Experts"☆66Updated 4 months ago
 - [ICML 2024] Official implementation for "Predictive Dynamic Fusion."☆65Updated 9 months ago
 - The official code repository of ShaSpec model from CVPR 2023 [paper](https://arxiv.org/pdf/2307.14126) "Multi-modal Learning with Missing…☆77Updated 6 months ago
 - ICLR'24 | Multimodal Patient Representation Learning with Missing Modalities and Labels☆43Updated 7 months ago
 - Code for the paper 'Dynamic Multimodal Fusion'☆117Updated 2 years ago
 - ☆15Updated 9 months ago
 - offical code for MMANet: Margin-aware Distillation and Modality-aware Regularization for Incomplete Multimodal Learning☆43Updated last year
 - KDD 2024 | FlexCare: Leveraging Cross-Task Synergy for Flexible Multimodal Healthcare Prediction☆17Updated last year
 - [CVPR 2024] Targeted Representation Alignment for Open-World Semi-Supervised Learning☆14Updated last year
 - PMR: Prototypical Modal Rebalance for Multimodal Learning☆42Updated 2 years ago
 - MedAgentBoard: Benchmarking Multi-Agent Collaboration with Conventional Methods for Diverse Medical Tasks☆30Updated 3 weeks ago
 - Code for dmrnet☆28Updated 3 months ago
 - PyTorch implementation for Dual Contrastive Prediction for Incomplete Multi-view Representation Learning (TPAMI'22)☆57Updated last year
 - Code for UniS-MMC: Multimodal Classification via Unimodality-supervised Multimodal Contrastive Learning (ACL 2023)☆37Updated last year
 - The project page of paper: Trusted Multi-View Classification [ICLR'2021 paper]☆269Updated last year
 - A curated list of balanced multimodal learning methods.☆125Updated last week
 - An official implementation of "Distribution-Consistent Modal Recovering for Incomplete Multimodal Learning" in PyTorch. (ICCV 2023)☆31Updated 2 years ago
 - ☆21Updated 6 months ago
 - Code for "Leveraging Knowledge of Modality Experts for Incomplete Multimodal Learning" accepted by ACM Multimedia 2024☆32Updated 9 months ago
 - [ICLR 2024]Implementation of "Prototypical Information Bottlenecking and Disentangling for Multimodal Cancer Survival Prediction"☆77Updated last year
 - AAAI-24 Decoupled Contrastive Learning for Long-Tailed Recognition☆32Updated last year
 - offical implementation of "Calibrating Multimodal Learning" on ICML 2023☆20Updated 2 years ago
 - About PyTorch implementation for ‘’Robust Multi-View Clustering with Noisy Correspondence‘’ (TKDE 2024)☆11Updated last year
 - [ICCV2023] "Vision HGNN: An Image is More than a Graph of Nodes" by Yan Han, Peihao Wang, Souvik Kundu, Ying Ding, and Zhangyang Wang☆59Updated 4 months ago