LILIE: language-informed lossless image encoder improves gFD by 14 points on GPIC

jcniebles · x · 2026-10-20

Researchers introduce LILIE (Language-Informed and Lossless Image Encoder), trained to supervise end-to-end visual generative models with language-informed encoding. Against a pixel-space JiT model, LILIE improves gFD on GPIC by 14 points (66.84 -> 53.01).

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