Bruno Galerne
Scholar

Bruno Galerne

Google Scholar ID: _1t3j14AAAAJ
Professor at Institut Denis Poisson, Université d'Orléans, Université de Tours, CNRS
MathematicsImage processingDeep generative modelsComputer graphicsComputer vision
Citations & Impact
All-time
Citations
529
 
H-index
14
 
i10-index
18
 
Publications
20
 
Co-authors
37
list available
Resume (English only)
Academic Achievements
  • Paper 'Diffusion models for Gaussian distributions: Exact solutions and Wasserstein errors', co-authored with PhD student Emile Pierret, accepted at ICML 2025 (May 2025).
  • Paper 'SGSST: Scaling Gaussian Splatting StyleTransfer' accepted at CVPR 2025 (March 2025).
  • Paper 'Scaling Painting Style Transfer' accepted at EGSR 2024 (Computer Graphics Forum) (July 2024).
  • Appointed Junior Member on an Innovation Chair at Institut Universitaire de France (IUF) for 2022–2027 (June 2022).
  • Invited plenary speaker at the 21st Workshop on Stochastic Geometry, Stereology, and Image Analysis, Nesuchyně, Czech Republic (June 2022).
Research Experience
  • Professor at Institut Denis Poisson, Université d'Orléans.
  • Visiting Prof. Jean-Michel Morel at City University of Hong Kong since November 2024, delivering a course on 'Introduction to diffusion models'.
  • Taught 'Introduction to image generative models' at ETICS 2024 summer school in September 2024.
  • Delivered 'Introduction to image generative models' at BIP Artificial Intelligence for Science (Université de Caen Normandie) in August 2024.
  • Co-taught a course on 'image generative models' with Arthur Leclaire in the Master MVA program from January to March 2024.
  • Co-organized the ANR Mistic workshop with Hermine Biermé in June 2022.
  • Advising or has advised several PhD students, postdocs, and engineers, including Thibault Richard (co-advised with Yann Gousseau), Hyam Omar Ali (co-advised with R. Abraham), and Emile Pierret.