Elamur Research⌕
☰
home / authors / Aran Komatsuzaki

Aran Komatsuzaki

Aran Komatsuzaki has 3 papers in our library, in 2021–2023, most of them on Language models & pretraining, Evaluation & benchmarks, Reasoning; often with Aarush Katta, Basil Mustafa, Christoph Schuhmann.

3 papers in our library · 2021–2023

OpenAlex · h-index 4 · 6 works · 408 citations OpenAlex, 2026-10-14

📄 3 works in our library · 🔗 Cited 343 times in our library · ⭐ Paper Stars ranking: #3355

The profile is the library's match of the name; two people with one name are not always told apart.

Elsewhere: Google Scholar · Semantic Scholar · dblp · ACL Anthology

 Affiliations

🎓Georgia Institute of TechnologyAtlanta · United States2018–2023 · 6 paperscurrent

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 1 more institution on single bylines are not listed.

 Fields, topics and concepts

Of its works in our library, with the number of works on each.

📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Computer Science · 3 worksArtificial Intelligence · 3 worksComputer Vision and Pattern Recognition · 3 worksArts and Humanities · 2 worksLanguage and Linguistics · 2 works

🧭 Topics 4Research subjects and languages the work is about.Vision & language · 1 workEvaluation & benchmarks · 1 workLanguage models & pretraining · 1 workReasoning · 1 work

 Works by year

2020s

20231 paper20221 paper20211 paper

 Papers

The most cited first (OpenAlex and our library).

  1. LAION-400M: Open Dataset of CLIP-Filtered 400 Million Image-Text Pairs (2021 · 563 citations)
    Large language-vision models such as CLIP and DALL-E depend on hundreds of millions of image-caption pairs.
  2. Sparse Upcycling: Training Mixture-of-Experts from Dense Checkpoints (2022 · 98 citations)
    Training large neural networks from random initialization is very expensive, so most practitioners keep reusing a small set of dense models.
  3. ARB: Advanced Reasoning Benchmark for Large Language Models (2023 · 66 citations)
    Many popular LLM benchmarks are saturating. Models like GPT-4 now score highly on them even though they still lack expert-level competence. ARB (Advanced Reasoning Benchmark) offers a harder test built from graduate-level and professional problems in mathematics, physics, chemistry, biology and law. The sources were…

 Co-authors here

12 of 16 co-authors with a page, the most papers together first.

 Cited by

Papers of our library cite their works 343 times (of the 149,439 papers whose bibliographies we read); 103 citing papers with a page here →.

Updated

This page in Markdown → https://md.research.elamur.ai/free/en/authors/aran-komatsuzaki/