yuewang-cuhk/awesome-vision-language-pretraining-papers resource

Health v2 · maintenance only

Flags: no_releases no_license

Adoption not part of the score

1159 stars · 104 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A curated awesome-list of research papers on Vision and Language PreTrained Models (VL-PTMs), covering image-, video-, and speech-based multimodal pretraining. It organizes papers like ViLBERT, LXMERT, VL-BERT, and UNITER with links to arXiv and code repositories.

Use cases

• find papers on vision-language pretraining
• survey multimodal transformer models like ViLBERT and UNITER
• research reading list for VL-PTMs
• find code implementations of multimodal pretraining models
• catch up on recent advances in vision-and-language models
• compare image, video, and speech pretraining approaches

When to choose

• you need a curated bibliography of vision-language pretraining papers
• you are surveying multimodal pretraining research for a literature review
• you want quick links to papers and their official code

When to avoid

• you need a runnable library or framework rather than a paper list
• you need up-to-date coverage of post-2021 multimodal LLM research
• you want tutorials or educational content instead of paper citations

Facets

learning-resource · maturity maintenance

machine-learning nlp computer-vision artificial-intelligence machine-learning computer-vision awesome-lists cross-platform awesome-list multimodal vision-language pretraining papers vl-ptms research-papers natural-language-processing

Member repositories

For agents

markdown · JSON · MCP: product_card(name="yuewang-cuhk/awesome-vision-language-pretraining-papers")