Author

Negar Hassanpour

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Preprint Aug 2026

MOSAIK: Multi-Patch Content-Aware Spatial Allocation of Image Tokens for Efficient Generation

MOSAIK, a damage-guided framework that varies patch size across regions and denoising steps, delivers highly competitive performance at moderate budgets and consistently outperforms these baselines in highly constrained compute regimes.

Mohammadreza Hami, Mohammadreza Samadi, Chao Gao et al. · 0 citations

Preprint Aug 2026

DBLAST: Dependent Block Drafting for Stochastic Speculative Decoding

This work proposes a dependent block drafter based on a low-rank latent mixture over token positions, complemented by an acceptance-oriented training objective that directly targets the expected verified length.

Amirmohammad Karimi, Chao Gao, Negar Hassanpour · 0 citations