Praneet Singh

works on

conditional transforms 1 learned image compression 1 mixture of experts 1 model capacity scaling 1 variable bit-rate 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

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…