Yoshitomo Matsubara

Applied Scientist at Amazon | ML OSS developer
Ph.D. in Computer Science

Open Source Software


Open source software (OSS) is an essential component of our research activities. I open issues and submit pull requests for existing OSSes. To boost my research, I also develop and open-source (mostly machine learning) frameworks. I hope would be useful for the research community too.



Related Publications

torchdistill Meets Hugging Face Libraries for Reproducible, Coding-Free Deep Learning Studies: A Case Study on NLP

EMNLP 2023 Workshop for Natural Language Processing Open Source Software (NLP-OSS)

Yoshitomo Matsubara

This work was done prior to joining Amazon.

OpenReview Preprint Code PyPI

SC2 Benchmark: Supervised Compression for Split Computing

Transactions on Machine Learning Research (TMLR)

This work was done prior to joining Amazon.

OpenReview Video Preprint Code PyPI

torchdistill: A Modular, Configuration-Driven Framework for Knowledge Distillation

ICPR 2020 Workshop on Reproducible Research in Pattern Recognition (RRPR)

Yoshitomo Matsubara
Paper Preprint Code PyPI