Raina-Xin / I2MoELinks
[ICML 2025] I2MoE: Interpretable Multimodal Interaction-aware Mixture-of-Experts.
☆53Updated 6 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☆114Updated 5 months ago
- DrFuse: Learning Disentangled Representation for Clinical Multi-Modal Fusion with Missing Modality and Modal Inconsistency (AAAI24)☆58Updated last year
- [ICML 2024] Official implementation for "Predictive Dynamic Fusion."☆69Updated 11 months ago
- ☆53Updated 11 months ago
- [NeurIPS 2024 Spotlight] Code for the paper "Flex-MoE: Modeling Arbitrary Modality Combination via the Flexible Mixture-of-Experts"☆68Updated 6 months ago
- The repo for "Enhancing Multi-modal Cooperation via Sample-level Modality Valuation", CVPR 2024☆58Updated last year
- Reliable Conflictive Multi-view Learning☆91Updated last year
- Code for "Leveraging Knowledge of Modality Experts for Incomplete Multimodal Learning" accepted by ACM Multimedia 2024☆35Updated 11 months ago
- PMR: Prototypical Modal Rebalance for Multimodal Learning☆42Updated 2 years ago
- ☆74Updated last year
- ICLR'24 | Multimodal Patient Representation Learning with Missing Modalities and Labels☆43Updated 8 months ago
- Code for the paper 'Dynamic Multimodal Fusion'☆121Updated 2 years ago
- An official implementation of "Distribution-Consistent Modal Recovering for Incomplete Multimodal Learning" in PyTorch. (ICCV 2023)☆33Updated 2 years ago
- ☆25Updated last month
- ☆19Updated 10 months ago
- The official code repository of ShaSpec model from CVPR 2023 [paper](https://arxiv.org/pdf/2307.14126) "Multi-modal Learning with Missing…☆83Updated 7 months ago
- AAAI-24 Decoupled Contrastive Learning for Long-Tailed Recognition☆30Updated last year
- A curated list of balanced multimodal learning methods.☆143Updated last week
- Code for dmrnet☆29Updated 4 months ago
- A novel cross-modal decoupling and alignment framework for multimodal representation learning.☆38Updated 8 months ago
- The repo for "Diagnosing and Re-learning for Balanced Multi-modal Learning", ECCV 2024☆28Updated last year
- MedAgentBoard: Benchmarking Multi-Agent Collaboration with Conventional Methods for Diverse Medical Tasks☆36Updated 2 months ago
- KDD 2024 | FlexCare: Leveraging Cross-Task Synergy for Flexible Multimodal Healthcare Prediction☆17Updated last year
- Code for UniS-MMC: Multimodal Classification via Unimodality-supervised Multimodal Contrastive Learning (ACL 2023)☆38Updated last year
- [CVPR 2024] Targeted Representation Alignment for Open-World Semi-Supervised Learning☆15Updated last year
- offical implementation of "Calibrating Multimodal Learning" on ICML 2023☆20Updated 2 years ago
- ☆23Updated 2 months ago
- ☆28Updated 3 years ago
- Pytorch implementation of "Test-time Adaption against Multi-modal Reliability Bias".☆44Updated 11 months ago
- Long-Tailed Visual Recognition via Self-Heterogeneous Integration with Knowledge Excavation (CVPR 2023)☆40Updated last year