Aran Komatsuzaki

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 7

Top Topics

Structural Svms

Top Venues

Publications

Aran Komatsuzaki, Joan Puigcerver, James Lee-Thorp, Carlos Riquelme Ruiz, Basil Mustafa, Joshua Ainslie, Yi Tay, Mostafa Dehghani, Neil Houlsby
Sparse Upcycling: Training Mixture-of-Experts from Dense Checkpoints. ICLR (2023)
Tomohiro Sawada, Daniel Paleka, Alexander Havrilla, Pranav Tadepalli, Paula Vidas, Alexander Kranias, John J. Nay, Kshitij Gupta, Aran Komatsuzaki
ARB: Advanced Reasoning Benchmark for Large Language Models. CoRR (2023)
Aran Komatsuzaki, Joan Puigcerver, James Lee-Thorp, Carlos Riquelme Ruiz, Basil Mustafa, Joshua Ainslie, Yi Tay, Mostafa Dehghani, Neil Houlsby
Sparse Upcycling: Training Mixture-of-Experts from Dense Checkpoints. CoRR (2022)
Christoph Schuhmann, Richard Vencu, Romain Beaumont, Robert Kaczmarczyk, Clayton Mullis, Aarush Katta, Theo Coombes, Jenia Jitsev, Aran Komatsuzaki
LAION-400M: Open Dataset of CLIP-Filtered 400 Million Image-Text Pairs. CoRR (2021)
Aran Komatsuzaki
Current Limitations of Language Models: What You Need is Retrieval. CoRR (2020)
Aran Komatsuzaki
One Epoch Is All You Need. CoRR (2019)
Aran Komatsuzaki
Extractive Summary as Discrete Latent Variables. CoRR (2018)