Unifying Generation and Compression: Ultra-Low Bitrate Image Coding via Multi-Stage Transformer

The author introduces a Unified Image Generation-Compression (UIGC) paradigm that merges generation and compression processes, focusing on prior distribution modeling for extreme compression scenarios. The approach utilizes vector-quantized image models and a multi-stage transformer to enhance entropy estimation and token regeneration.