Open Source Software
Summary
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.
Author
- torchdistill: A Modular, Configuration-Driven Framework for Knowledge Distillation
- sc2bench: Supervised Compression for Split Computing
Contributor
- pytorch/torchvision: Datasets, Transforms and Models specific to Computer Vision
- huggingface/transformers: Transformers: State-of-the-art Machine Learning for PyTorch, TensorFlow, and JAX.
Related Publications
SC2: Supervised Compression for Split Computing
arXiv
Yoshitomo Matsubara,
Ruihan Yang,
Marco Levorato,
Stephan Mandt
Preprint
Code