Scholar
Gurprit Singh
Google Scholar ID: s_zFnhQAAAAJ
Advanced Micro devices (AMD)
Citations & Impact
Citations
424
H-index
10
i10-index
13
Publications
20
Co-authors
0
Publications
Resume (English only)
Academic Achievements
- - Edge-preserving noise for diffusion models, ICLR Workshop 2025
- - Online importance sampling for stochastic gradient optimization, ICPRAM 2025 (Best Student Paper Award)
- - Multiple importance sampling for stochastic gradient estimation, ICPRAM 2025
- - MCMC: Bridging Rendering, Optimization and Generative AI, SIGGRAPH Asia Courses 2024
- - Blue noise for diffusion models, SIGGRAPH North America 2024
- - Joint sampling and optimisation for inverse rendering, SIGGRAPH Asia 2023
- - Perceptual error optimization for Monte Carlo animation rendering, SIGGRAPH Asia 2023 (conference track)
- - Patternshop: Editing point patterns with image manipulations, SIGGRAPH North America 2023
- - Informatik spectrum: Scalable multi-class sampling via filtered sliced optimal transport, Cover Image for Informatik Spectrum, October 2022
- - Scalable multi-class sampling via filtered sliced optimal transport, SIGGRAPH Asia 2022 / ACM Transactions on Graphics, Volume 41 issue 6, December 2022
Research Experience
- - Associate Senior Researcher at MPI for Informatics
- - SIGGRAPH 2024-Present: Technical program committee member for SIGGRAPH North America
- - EG 2025: Co-chair for Doctoral Consortium Program
- - EG 2024: International program committee member for Eurographics
- - CVM 2024: International program committee member for Computational Visual Media
- - EGSR 2022-Present: Technical program committee member for Eurographics Symposium on Rendering
- - EG 2023: Co-chairing Posters and the Diversity & Inclusion Program
- - SIGGRAPH Asia 2022: International program committee member for SIGGRAPH Asia
- - EGSR 2021: Conference co-chair with Pascal Grittmann and Philipp Slusallek (Saarland University)
- - EG 2020-21: International program committee member for Eurographics Short Papers
- - PG 2019-21: International program committee member for Pacific Graphics
- - Reviewer: SIGGRAPH, TOG, Eurographics (EG), EGSR, Pacific Graphics, JCST, HELIYON (Elsevier)
Background
- I am an associate senior researcher at MPI for informatics. My research revolves around Monte Carlo integration with a focus on Markov Chain Monte Carlo sampling for generative AI, gradient-based optimization, and physically based rendering.
Miscellany
- X-Twitter: @sinbagga
Co-authors