b-frame coding 1conditional transforms 1entropy coding 1learned image compression 1low-delay video 1mixture of experts 1model capacity scaling 1neural video compression 1state space models 1variable bit-rate 1
From the 2 of 3 linked papers with an AI index.
3 papers
cs.CV2026
MixCompress: Mixture of Experts for Variable Rate Learned Image Compression
Calvin-Khang Ta, Praneet Singh, Tong Shao +1
The paper introduces MixCompress, a learned image compression system that uses a sparsely gated mixture-of-experts and a mixture-of-depths mechanism to adaptively adjust model capa…
cs.CV2026
DCVC-MB: Neural B-Frame Video Compression using State Space Models
Arjun Arora, Calvin-Khang Ta, Carlos Restrepo-Galeano +7
The paper introduces DCVC-MB, a neural video codec for low-delay B‑frame compression that uses state‑space models for bidirectional prediction and an entropy‑aware skipping mechani…
cs.CV2025
Standardizing Generative Face Video Compression using Supplemental Enhancement Information
Bolin Chen, Yan Ye, Jie Chen +12
This paper proposes a Generative Face Video Compression (GFVC) approach using Supplemental Enhancement Information (SEI), where a series of compact spatial and temporal representat…