ultra-low bitrates

Explore How AFP-GIC Makes Generative Image Compression More Controllable

Generative image compression has long faced a trade-off: preserve detail at ultra-low bitrates or risk AI hallucinations. AFP-GIP, now published in IEEE Access, tackles this directly with an asymmetric Adaptive Fused Prior Transfer pipeline that reconstructs textures without transmitting the fused prior itself. The results speak clearly, 18.1% lower decoder latency and 20.5% fewer parameters than comparable models. Explore the interactive playground or the open benchmark data; this is a framework built for practical research, not hype.