Monte Carlo

6 papers 3 Conference 3 Journal

A Simple Approach to Differentiable Rendering of SDFs

Zichen Wang, Xi Deng, Ziyi Zhang, Wenzel Jakob, Steve Marschner

Conference SIGGRAPH Asia 2024 Differentiable Rendering Signed Distance Field Inverse Rendering Monte Carlo Boundary Integral

Differential Walk on Spheres

Bailey Miller, Rohan Sawhney, Keenan Crane, Ioannis Gkioulekas

Journal SIGGRAPH Asia 2024 Walk on Spheres Monte Carlo Differentiable Simulation Shape Optimization Partial Differential Equation Inverse Problem

Differentiating Variance for Variance-Aware Inverse Rendering

Kai Yan, Vincent Pegoraro, Marc Droske, Jiří Vorba, Shuang Zhao

Conference SIGGRAPH Asia 2024 Inverse Rendering Differentiable Rendering Monte Carlo Variance

Neural Product Importance Sampling via Warp Composition

Joey Litalien, Miloš Hašan, Fujun Luan, Krishna Mullia, Iliyan Georgiev

Conference SIGGRAPH Asia 2024 Monte Carlo Importance Sampling Normalizing Flow Environment Lighting Real-Time Rendering

Solving Inverse PDE Problems using Grid-Free Monte Carlo Estimators

Ekrem Fatih Yilmazer, Delio Vicini, Wenzel Jakob

Journal SIGGRAPH Asia 2024 Walk on Spheres Monte Carlo Differentiable Simulation Inverse Problems Path Replay Backpropagation

Volume Scattering Probability Guiding

Kehan Xu, Sebastian Herholz, Marco Manzi, Marios Papas, Markus Gross

Journal SIGGRAPH Asia 2024 Volume Rendering Monte Carlo Importance Sampling Path Guiding Scattering Probability