Jonathan Hayase
Jonathan Hayase has 2 papers in our library, in 2023, most of them on Language models & pretraining, Vision & language; often with Alex Fang, Christopher A. Choquette-Choo, Daphne Ippolito.
OpenAlex · ORCID · h-index 7 · 23 works · 273 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 248 times in our library · 1 more in our library without a page yet · ⭐ Paper Stars ranking: #4616
Affiliations
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksComputer Vision and Pattern Recognition · 1 workArtificial Intelligence · 1 workArts and Humanities · 1 workLanguage and Linguistics · 1 work
🧭 Topics 2Research subjects and languages the work is about.Vision & language · 1 workLanguage models & pretraining · 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… - Scalable Extraction of Training Data from (Production) Language Models (2023 · 211 citations)
The paper asks how much training data an attacker can actually pull out of a language model without knowing what the model was trained on.
All works
- DataComp: In search of the next generation of multimodal datasetsConference on Neural Information Processing Systems (NeurIPS)Samir Yitzhak Gadre, Gabriel Ilharco, Alex Fang, et al.2023 · 224 citations
- Scalable Extraction of Training Data from (Production) Language ModelsarXiv:2311.17035Milad Nasr, Nicholas Carlini, Jonathan Hayase, et al.2023 · 211 citations
- Anchored Decoding: Provably Reducing Copyright Risk for Any Language Model ↗arXiv (Cornell University) · no summary yetJacqueline He et al.2026
Co-authors here
- Alex Fang
- Christopher A. Choquette-Choo
- Daphne Ippolito
- Eric Wallace
- Florian Tramer
- Gabriel Ilharco
- Georgios Smyrnis
- Jieyu Zhang
- Katherine Lee
- Matthew Jagielski
- Milad Nasr
- Mitchell Wortsman
Venues
Cited by
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