Lennart Behme, Saravanan Thirumuruganathan, Alireza Rezaei Mahdiraji, Jorge-Arnulfo Quiané-Ruiz, Volker Markl. The Art of Losing to Win: Using Lossy Image Compression to Improve Data Loading in Deep Learning Pipelines. In 39th IEEE International Conference on Data Engineering, ICDE 2023, Anaheim, CA, USA, April 3-7, 2023. pages 936-949, IEEE, 2023. [doi]
@inproceedings{BehmeTMQM23,
title = {The Art of Losing to Win: Using Lossy Image Compression to Improve Data Loading in Deep Learning Pipelines},
author = {Lennart Behme and Saravanan Thirumuruganathan and Alireza Rezaei Mahdiraji and Jorge-Arnulfo Quiané-Ruiz and Volker Markl},
year = {2023},
doi = {10.1109/ICDE55515.2023.00077},
url = {https://doi.org/10.1109/ICDE55515.2023.00077},
researchr = {https://researchr.org/publication/BehmeTMQM23},
cites = {0},
citedby = {0},
pages = {936-949},
booktitle = {39th IEEE International Conference on Data Engineering, ICDE 2023, Anaheim, CA, USA, April 3-7, 2023},
publisher = {IEEE},
isbn = {979-8-3503-2227-9},
}