BudgetPix Implements Adaptive Tokenization for Efficient Diffusion
October 7, 2026
BudgetPix introduces an entropy-guided quadtree and multi-scale patch embedder to dynamically allocate computational budgets based on visual complexity. This allows for flexible inference-time adjustments between image quality and compute costs.
HOW THIS AFFECTS YOU
●
builderYou can optimize inference costs by adjusting the computational budget for different image complexities.
●
researcherThis presents a method to move away from static, uniform tokenization in diffusion models.