Ryan Marten
Ryan Marten has 2 papers in our library, in 2023–2025, most of them on Reasoning, Vision & language; often with Georgios Smyrnis, Alex Fang, Ashima Suvarna.
OpenAlex · h-index 3 · 12 works · 199 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 240 times in our library · ⭐ Paper Stars ranking: #5208
Fields, topics and concepts
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksComputer Vision and Pattern Recognition · 2 worksArtificial Intelligence · 1 workArts and Humanities · 1 workLanguage and Linguistics · 1 workMathematics · 1 work
🧭 Topics 2Research subjects and languages the work is about.Vision & language · 1 workReasoning · 1 work
Works by year
2020s
Papers
- DataComp: In search of the next generation of multimodal datasets (2023 · 224 citations)
Large image-text corpora underpin models such as CLIP and Stable Diffusion. Yet dataset construction gets far less systematic study than architectures or training recipes, and many strong corpora are closed. DataComp addresses this by reversing the usual benchmark setup. The CLIP training code, hyperparameters and… - OpenThoughts: Data Recipes for Reasoning Models (2025 · 122 citations)
The strongest reasoning models are usually distilled from training data that is not public, so researchers know little about which data choices actually matter.
Co-authors here
- Georgios Smyrnis ×2
- Alex Fang
- Ashima Suvarna
- Etash Guha
- Gabriel Ilharco
- Hritik Bansal
- Jean Mercat
- Jieyu Zhang
- Jonathan Hayase
- Marianna Nezhurina
- Mitchell Wortsman
- Samir Yitzhak Gadre
Venues
Cited by
Updated
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