Adaptive Fused Prior Transfer for Controllable Generative Image Compression
AFP-GIC proposes a controllable image compression codec that uses a frozen AdaCode model to transfer an adaptive fused prior from the encoder to the decoder. This allows for high-quality reconstruction at very low bitrates by guiding the decoder's prediction with features derived from this transferred prior, overcoming limitations of fixed perceptual models.