Inverse Problems

Differentiable Voronoi Diagrams for Simulation of Cell-Based Mechanical Systems

Logan Numerow, Yue Li, Stelian Coros, Bernhard Thomaszewski

Journal SIGGRAPH 2024 Animation & Simulation

Voronoi Diagram Power Diagram Differentiable Simulation Foam Simulation Cell-Based Systems Topology Changes Inverse Problems

Solving Inverse PDE Problems using Grid-Free Monte Carlo Estimators

Ekrem Fatih Yilmazer, Delio Vicini, Wenzel Jakob

Journal SIGGRAPH Asia 2024 Rendering

Walk on Spheres Monte Carlo Differentiable Simulation Inverse Problems Path Replay Backpropagation

Generating the Past, Present and Future from a Motion-Blurred Image

SaiKiran Tedla, Kelly Zhu, Trevor Canham, Felix Taubner, Michael S. Brown, Kiriakos N. Kutulakos, David B. Lindell

Journal SIGGRAPH Asia 2025 Neural & Generative

Video Diffusion Model Motion Deblurring Video Generation Computational Photography Inverse Problems Scene Dynamics