EPFLiGHT / MultiModNLinks
MultiModN – Multimodal, Multi-Task, Interpretable Modular Networks (NeurIPS 2023)
☆35Updated 2 years ago
Alternatives and similar repositories for MultiModN
Users that are interested in MultiModN are comparing it to the libraries listed below
Sorting:
- [NeurIPS 2023] Factorized Contrastive Learning: Going Beyond Multi-view Redundancy☆74Updated 2 years ago
- Code for the paper "ClinicalBench: Can LLMs Beat Traditional ML Models in Clinical Prediction?"☆31Updated 7 months ago
- Dataset for Checking Consistency between Unstructured Notes and Structured Tables in Electronic Health Records☆25Updated last year
- [ICLR 2023] MultiViz: Towards Visualizing and Understanding Multimodal Models☆98Updated last year
- Towards Understanding the Mixture-of-Experts Layer in Deep Learning☆34Updated 2 years ago
- Source codes of the paper "Hierarchical Pretraining on Multimodal Electronic Health Records".☆20Updated last year
- [NeurIPS 2023] Official repository for "Distilling Out-of-Distribution Robustness from Vision-Language Foundation Models"☆12Updated last year
- [NeurIPS 2023, ICMI 2023] Quantifying & Modeling Multimodal Interactions☆84Updated last year
- Official Code for ICLR 2024 Paper: Non-negative Contrastive Learning☆46Updated last year
- I2M2: Jointly Modeling Inter- & Intra-Modality Dependencies for Multi-modal Learning (NeurIPS 2024)☆22Updated last year
- An offical implementation of EHRDiff [TMLR]☆30Updated last year
- [ICLR 2024 spotlight] Making Pre-trained Language Models Great on Tabular Prediction☆65Updated last year
- [NeurIPS 2024 Spotlight] Code for the paper "Flex-MoE: Modeling Arbitrary Modality Combination via the Flexible Mixture-of-Experts"☆70Updated 7 months ago
- [NeurIPS 2024] RaVL: Discovering and Mitigating Spurious Correlations in Fine-Tuned Vision-Language Models☆31Updated last year
- The code repository for ICML24 paper "Tabular Insights, Visual Impacts: Transferring Expertise from Tables to Images"☆23Updated 10 months ago
- Implementation of FuseMoE for FlexiModal Fusion, NeurIPS'24☆30Updated 3 months ago
- Medical multi-modal learning with missing modality data (MLHC 2023)☆14Updated 2 years ago
- [NeurIPS 2025] This is the official repository for "RAD: Towards Trustworthy Retrieval-Augmented Multi-modal Clinical Diagnosis"☆26Updated last month
- Characterizing and overcoming the greedy nature of learning in multi-modal deep neural networks☆30Updated 3 years ago
- ☆48Updated 10 months ago
- C-Mixup for NeurIPS 2022☆73Updated 2 years ago
- Official repo for MindGPT☆35Updated last year
- MedTsLLM: Leveraging LLMs for Multimodal Medical Time Series Analysis☆61Updated 7 months ago
- MAM: ModularMulti-Agent Framework for Multi-Modal Medical Diagnosis via Role-Specialized Collaboration☆35Updated 6 months ago
- Code and benchmark for the paper: "A Practitioner's Guide to Continual Multimodal Pretraining" [NeurIPS'24]☆61Updated last year
- State Space Models☆71Updated last year
- Curated LLM (ICML 2024)☆13Updated last year
- Code for the paper "Explain Any Concept: Segment Anything Meets Concept-Based Explanation". Poster @ NeurIPS 2023☆45Updated 2 years ago
- PyTorch implementation of "From Sparse to Soft Mixtures of Experts"☆67Updated 2 years ago
- [ACL 2024 Findings] This is the code for our paper "Knowledge-Infused Prompting: Assessing and Advancing Clinical Text Data Generation wi…☆40Updated last year