3 papers
stat.ML2026
Enhanced Diffusion Sampling: Efficient Rare Event Sampling and Free Energy Calculation with Diffusion Models
Yu Xie, Ludwig Winkler, Lixin Sun +10
The rare-event sampling problem has long been the central limiting factor in molecular dynamics (MD), especially in biomolecular simulation. Recently, diffusion models such as BioE…
cs.LG2026
SLAY: Geometry-Aware Spherical Linearized Attention with Yat-Kernel
Jose Miguel Luna, Taha Bouhsine, Krzysztof Choromanski
We propose a new class of linear-time attention mechanisms based on a relaxed and computationally efficient formulation of the recently introduced E-Product, often referred to as t…
cs.CY2024
Navigating Governance Paradigms: A Cross-Regional Comparative Study of Generative AI Governance Processes & Principles
Jose Luna, Ivan Tan, Xiaofei Xie +1
As Generative Artificial Intelligence (GenAI) technologies evolve at an unprecedented rate, global governance approaches struggle to keep pace with the technology, highlighting a c…