2 papers
math.ST2025
Method of Moments for Estimation of Noisy Curves
Phillip Lo, Yuehaw Khoo
In this paper, we study the problem of recovering a ground truth high dimensional piecewise linear curve from a high noise Gaussian point cloud with…
cs.LG2025
HyperDiffusionFields (HyDiF): Diffusion-Guided Hypernetworks for Learning Implicit Molecular Neural Fields
Sudarshan Babu, Phillip Lo, Xiao Zhang +5
We introduce HyperDiffusionFields (HyDiF), a framework that models 3D molecular conformers as continuous fields rather than discrete atomic coordinates or graphs. At the core of ou…