Praneet Singh

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

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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…