2 papers
q-bio.QM2026
Robust Parametric Estimation of Avian Cranial Morphology
Kaikwan Lau, Gary P. T. Choi
Understanding the growth and form of complex morphological structures is one of the most fundamental problems in biology. While many prior works have analyzed the beak morphology o…
cs.CV2025
Efficient Score Pre-computation for Diffusion Models via Cross-Matrix Krylov Projection
Kaikwan Lau, Andrew S. Na, Justin W. L. Wan
This paper presents a novel framework to accelerate score-based diffusion models. It first converts the standard stable diffusion model into the Fokker-Planck formulation which res…