A curated list of balanced multimodal learning methods.
☆167Mar 26, 2026Updated 2 weeks ago
Alternatives and similar repositories for awesome-balanced-multimodal-learning
Users that are interested in awesome-balanced-multimodal-learning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆40Feb 23, 2025Updated last year
- ☆21Jan 21, 2025Updated last year
- PMR: Prototypical Modal Rebalance for Multimodal Learning☆46Mar 10, 2023Updated 3 years ago
- DrFuse: Learning Disentangled Representation for Clinical Multi-Modal Fusion with Missing Modality and Modal Inconsistency (AAAI24)☆60Aug 20, 2024Updated last year
- This is the repo for "Adaptive Unimodal Regulation for Balanced Multimodal Information Acquisition", CVPR2025.☆20Dec 22, 2025Updated 3 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- ☆54Dec 30, 2024Updated last year
- A python implement for Certifiable Robust Multi-modal Training☆19Jun 21, 2025Updated 9 months ago
- An official implementation of "Incomplete Multimodality-Diffused Emotion Recognition" in PyTorch. (NeurIPS 2023)☆63Dec 5, 2023Updated 2 years ago
- The repo for "MMPareto: Boosting Multimodal Learning with Innocent Unimodal Assistance", ICML 2024☆54Jun 28, 2024Updated last year
- This is the official code for NeurIPS 2023 paper "Learning Unseen Modality Interaction"☆18Jan 22, 2024Updated 2 years ago
- ☆35Jul 25, 2024Updated last year
- ☆17Aug 15, 2024Updated last year
- [NeurIPS 2024] Official PyTorch implementation of the paper "Classifier-guided Gradient Modulation for Enhanced Multimodal Learning"☆36Oct 10, 2024Updated last year
- [NeurIPS '24] Code repo for the paper entitled "Learning Structured Representations with Hyperbolic Embeddings" at NeurIPS 2024☆24Jan 22, 2025Updated last year
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- The repo for "Enhancing Multi-modal Cooperation via Sample-level Modality Valuation", CVPR 2024☆61Nov 5, 2024Updated last year
- MokA: Multimodal Low-Rank Adaptation for MLLMs☆87Dec 30, 2025Updated 3 months ago
- The code repo for ICASSP 2023 Paper "MMCosine: Multi-Modal Cosine Loss Towards Balanced Audio-Visual Fine-Grained Learning"☆25May 18, 2023Updated 2 years ago
- Code for "Leveraging Knowledge of Modality Experts for Incomplete Multimodal Learning" accepted by ACM Multimedia 2024☆44Jan 15, 2025Updated last year
- Towards Robust Multimodal Sentiment Analysis with Incomplete Data☆111Feb 24, 2026Updated last month
- ☆23Dec 8, 2023Updated 2 years ago
- ☆73Nov 22, 2024Updated last year
- [ICML 2023] Provable Dynamic Fusion for Low-Quality Multimodal Data☆120Jun 28, 2025Updated 9 months ago
- offical implementation of "Calibrating Multimodal Learning" on ICML 2023☆20Jun 5, 2023Updated 2 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- ICML2024-ReconBoost: Boosting Can Achieve Modality Reconcilement☆29May 2, 2025Updated 11 months ago
- ☆13Feb 15, 2024Updated 2 years ago
- ☆39Nov 22, 2024Updated last year
- This repository provides the implementation of the ICLR 2025 Multi-View Permutation of Variational Auto-Encoders (MVP) method for handlin…☆31Feb 21, 2025Updated last year
- Official Repository for "Learning Trimodal Relation for Audio-Visual Question Answering with Missing Modality" (ECCV 2024)☆16Oct 29, 2024Updated last year
- Official repository for Towards Multi-modal Transformers in Federated Learning (ECCV2024)☆21Feb 4, 2025Updated last year
- An official implementation of "Distribution-Consistent Modal Recovering for Incomplete Multimodal Learning" in PyTorch. (ICCV 2023)☆36Sep 28, 2023Updated 2 years ago
- [ICML 2024] Official implementation for "Predictive Dynamic Fusion."☆71Jan 11, 2025Updated last year
- Incomplete Multi-view Clustering via Diffusion Contrastive Generation☆27Mar 22, 2026Updated 3 weeks ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- GNN 多模态论文总结☆24Oct 12, 2023Updated 2 years ago
- [ICLR 2024]Implementation of "Prototypical Information Bottlenecking and Disentangling for Multimodal Cancer Survival Prediction"☆81May 5, 2024Updated last year
- A comprehensive review of techniques to address the missing-modality problem for medical images☆107Oct 14, 2025Updated 5 months ago
- [NeurIPS 2023, ICMI 2023] Quantifying & Modeling Multimodal Interactions☆87Oct 28, 2024Updated last year
- ☆14Oct 10, 2024Updated last year
- Official implementation of the paper "FedA3I: Annotation Quality-Aware Aggregation for Federated Medical Image Segmentation against Heter…☆16Jan 21, 2024Updated 2 years ago
- [SLT'24] Mamba-based Decoder-Only Approach for Speech Recognition☆19Dec 1, 2024Updated last year