2 citations · 3 across the 10 of their papers we have counts for
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Diffusion Restore: Real-Time Markov Chain Monte Carlo Light Transport
Sascha Holl, Gurprit Singh, Hans-Peter Seidel
We present Diffusion Restore, a real-time framework for diffusion-based MCMC light transport. MCMC methods are highly suitable for sampling from complex high-dimensional distributi…
Rao-Blackwellized Markov chain Monte Carlo Light Transport
Sascha Holl, Gurprit Singh, Hans-Peter Seidel
In light transport simulation, Markov chain Monte Carlo methods are particularly effective at exploring regions with complex lighting characteristics. However, estimator variance i…
Score-Based Generative Modeling through Anisotropic Stochastic Partial Differential Equations
Sascha Holl, Jente Vandersanden, Gurprit Singh +1
Score-based generative modeling (SBGM) has achieved state-of-the-art performance in image generation, with the quality of generated images being highly dependent on the design of t…