"multimodal-learning" Awesome Lists
awesome-multimodal-ml
Reading list for research topics in multimodal machine learning
computer-vision deep-learning healthcare machine-learning multimodal-learning natural-language-processing reading-list reinforcement-learning representation-learning robotics
6,396 stars
875 forks
480 projects
Last updated: 24 Apr 2025
Awesome-Multimodal-Research
A curated list of Multimodal Related Research.
awesome multimodal multimodal-learning multimodal-research
1,348 stars
150 forks
38 projects
Last updated: 02 May 2025
awesome-multimodal-in-medical-imaging
A collection of resources on applications of multi-modal learning in medical imaging.
large-language-models large-multimodal-models medical-imaging medical-report-generation multimodal-deep-learning multimodal-large-language-models multimodal-learning visual-question-answering
730 stars
65 forks
296 projects
Last updated: 04 May 2025
awesome-vision-and-language
A curated list of awesome vision and language resources (still under construction... stay tuned!)
awesome awesome-list multimodal-learning vision-and-language
535 stars
41 forks
193 projects
Last updated: 01 May 2025
Awesome-Multimodal-LLM
Research Trends in LLM-guided Multimodal Learning.
in-context-learning instruction-tuning large-language-models llm multimodal multimodal-large-language-models multimodal-learning parameter-efficient-learning parameter-efficient-tuning
358 stars
16 forks
38 projects
Last updated: 19 Apr 2025
multimodal-ml-music
List of academic resources on Multimodal ML for Music
academic-publications awesome-list multimodal-data multimodal-deep-learning multimodal-learning music-ai music-information-retrieval music-research resources
295 stars
11 forks
59 projects
Last updated: 22 Apr 2025
awesome-self-supervised-multimodal-learning
[T-PAMI] A curated list of self-supervised multimodal learning resources.
awesome-list machine-learning multimodal-learning self-supervised-learning
252 stars
8 forks
195 projects
Last updated: 24 Apr 2025
awesome-mmps
Corpus of resources for multimodal machine learning with physiological signals (mmps).
biosignals deep-learning machine-learning multimodal multimodal-data multimodal-deep-learning multimodal-learning physiological-signals signal-processing wearable
88 stars
2 forks
405 projects
Last updated: 16 Jun 2025
Awesome-Multi-Modal-Dialog
[Paperlist] Awesome paper list of multimodal dialog, including methods, datasets and metrics
awesome-list dialogue dialogue-system multimodal multimodal-datasets multimodal-deep-learning multimodal-dialogue multimodal-learning paperlist
39 stars
4 forks
67 projects
Last updated: 07 Feb 2025
awesome-mixture-of-experts
Awesome Mixture of Experts (MoE): A Curated List of Mixture of Experts (MoE) and Mixture of Multimodal Experts (MoME)
artificial-intelligence expert-network foundation-models gating-network large-language-model large-language-models large-vision-language-models llms llms-benchmarking llms-reasoning
27 stars
3 forks
60 projects
Last updated: 01 May 2025
awesome-vlms-strawberry
A collection of VLMs papers, blogs, and projects, with a focus on VLMs in Autonomous Driving and related reasoning techniques.
llm multimodal-learning vision-language-transformer vlms
10 stars
1 forks
42 projects
Last updated: 19 Feb 2025