3R-INN: How to be climate friendly while consuming/delivering videos?

arXiv:2403.11760v1 Announce Type: cross
Abstract: The consumption of a video requires a considerable amount of energy during the various stages of its life-cycle. With a billion hours of video consumed daily, this contributes significantly to the greenhouse gas emission. Therefore, reducing the end-to-end carbon footprint of the video chain, while preserving the quality of experience at the user side, is of high importance. To contribute in an impactful manner, we propose 3R-INN, a single light invertible network that does three …

abstract arxiv billion carbon carbon footprint climate consumption cs.cv daily eess.iv energy greenhouse life the end type video videos