23 citations · 47 across the 25 of their papers we have counts for
27 papers
Gaussian Light Transport
Patrick Attimont, Kartic Subr, Cyril Soler
We present a novel method for computing global illumination by expressing the solution to the light transport equation as a 13D Gaussian mixture model over positions, directions, s…
ABCD: Alpha-Composited Block Coordinate Descent: Constant-VRAM Training for Large Radiance Fields
Ka Heng Shiu, Kartic Subr
We present ABCD (Alpha-Composited Block Coordinate Descent), an out-of-core training framework for alpha-composited radiance fields, instantiated here for 3D Gaussian Splatting. Ou…
Love Handles: Decimation for Deformation Handles with Compact Support and Low Memory Footprints
David IW Levin, Paul Kry, Kartic Subr +3
Estimating the deformation of solids via physical simulation is an important problem spanning fields such as computer animation, engineering and robotics. Such simulations are comp…
Convex Quadratic Distance Field Computation
Yue Ruan, Albert Chern, Tzu-Mao Li +2
Methods for computing distances from sources on discrete meshes commonly either compute geodesics directly on polyhedral surfaces or approximate the distance in a finite-element fr…
Language Model Inversion through End-to-End Differentiation
Kevin Yandoka Denamganaï, Kartic Subr
Despite emerging research on Language Models (LM), few approaches analyse the invertibility of LMs. That is, given a LM and a desirable target output sequence of tokens, determinin…
Discovering High Level Patterns from Simulation Traces
Sean Memery, Kartic Subr
Large Language Models (LLMs) are unable to reliably reason about specific physical systems. Attempts to imbue LLMs with knowledge of the necessary physics concepts have shown great…