4 citations · 4 across the 2 of their papers we have counts for
3 papers
cs.LG2026
Identifiable World Models from Pretrained Diffusion Representations
Ruchi Sandilya, Conor Liston, Logan Grosenick
Diffusion-based world models can generate and predict trajectories in high-dimensional dynamical systems, but predictive accuracy does not imply that their latent coordinates recov…
cs.LG2025
Contrastive Diffusion Alignment: Learning Structured Latents for Controllable Generation
Ruchi Sandilya, Sumaira Perez, Charles Lynch +9
Diffusion models excel at generation, but their latent spaces are high dimensional and not explicitly organized for interpretation or control. We introduce ConDA (Contrastive Diffu…
math.NA2017★ 4 cited
Mixed and discontinuous finite volume element schemes for the optimal control of immiscible flow in porous media
S. Kumar, R. Ruiz Baier, R. Sandilya
We introduce a family of hybrid discretisations for the numerical approximation of optimal control problems governed by the equations of immiscible displacement in porous media. Th…