Feb 14, 2022 · We demonstrate that the MuZero-based rate control achieves an average 6.28% reduction in size of the compressed videos for the same delivered ...
Feb 14, 2022 · We show that MuZero-RC achieves an average 6.28% reduction in bitrate. (measured as PSNR BD-rate) compared to the libvpx baseline which is ...
This paper targets the problem of learning a rate control policy to select the quantization parameters (QP) in the encoding process of libvpx, ...
Feb 15, 2022 · [R] MuZero with Self-competition for Rate Control in VP9 Video Compression. Research · arxiv.org. Open. Upvote 9. Downvote 1 Go to comments
Feb 11, 2022 · For each frame of a video processed by VP9, MuZero-RC — replacing VP9's default rate control mechanism — decides the level of compression to ...
Apr 21, 2022 · This paper details the potential of using MuZero in video compression, and has shown that an average 6.28% reduction in size of the compressed videos for the ...
Oct 6, 2024 · Remembering the time DeepMind trained MuZero to compete with itself to better compress video. The net was part transformer part conv part ...
Duration: 8:56
Posted: May 4, 2022
Posted: May 4, 2022
May 17, 2022 · We apply MuZero to video compression at YouTube, learning to select quantization parameters for the VP9 codec. We introduce a self-competition ...
Muzero with self-competition for rate control in vp9 video compression. A Mandhane, A Zhernov, M Rauh, C Gu, M Wang, F Xue, W Shang, ... arXiv preprint arXiv ...