Scaling Training Data with Lossy Image Compression

Author:

Mentzer Katherine L1ORCID,Montanari Andrea1ORCID

Affiliation:

1. Granica, Mountain View, CA, USA

Publisher

ACM

Reference34 articles.

1. [n. d.]. JPEG An Overview of JPEG 1. https://jpeg.org/jpeg/index.html. Accessed: 2024-06-04.

2. [n. d.]. PNG, Portable Network Graphics. http://libpng.org/pub/png/. Accessed: 2024-06-04.

3. Revisiting neural scaling laws in language and vision;Alabdulmohsin Ibrahim M;Advances in Neural Information Processing Systems,2022

4. Jyrki Alakuijala, Ruud Van Asseldonk, Sami Boukortt, Martin Bruse, Iulia-Maria Com s, a, Moritz Firsching, Thomas Fischbacher, Evgenii Kliuchnikov, Sebastian Gomez, Robert Obryk, et al. 2019. JPEG XL next-generation image compression architecture and coding tools. In Applications of Digital Image Processing XLII, Vol. 11137. SPIE, 112--124.

5. Yasaman Bahri, Ethan Dyer, Jared Kaplan, Jaehoon Lee, and Utkarsh Sharma. 2021. Explaining neural scaling laws. arXiv preprint arXiv:2102.06701 (2021).

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