Control-GIC

Once-for-all controllable generative image compression.

Control-GIC is a controllable generative image compression framework that trains once and supports arbitrary compression-rate inference.

The method uses dynamic granularity adaptation and variable-length discrete tokens to control bitrates continuously while preserving high-information image regions at low rates.

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