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cs.CV2026
MOSAIK: Multi-Patch Content-Aware Spatial Allocation of Image Tokens for Efficient Generation
Mohammadreza Hami, Mohammadreza Samadi, Chao Gao +1
Pixel-space diffusion models avoid the reconstruction ceiling of latent diffusion models by generating directly in image space. However, their substantially higher token count make…
cs.CL2026
DBLAST: Dependent Block Drafting for Stochastic Speculative Decoding
Amirmohammad Karimi, Chao Gao, Negar Hassanpour
Speculative decoding accelerates large language models' inference by using a lightweight drafter to propose multiple future tokens and a target model to verify them. While recent b…