Cecilia Curreli

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I am pursuing my PhD at the Technical University of Munich with Prof. Cremers - Check out the awesome work of the Computer Vision Group! My research focuses on generative AI, in particular generative diffusion models for 4D computer vision and 3D human motion prediction. What intrigues me is the probabilistic nature of reality and what we still can learn from the temporal dimension.

This spring I joined the Scene Representation group of Prof. Vincent Sitzmann at CSAIL, MIT, as a visiting researcher. I am a junior member of the Munich Center of Machine Learning, one of six national AI Competence Centers in Germany.

Before being part of CVG, I joined the Lab of Prof. Shin'ichi Satoh at the University of Tokyo and National Institute of Informatics in Tokyo. I completed my Master's thesis with Prof. Matthias Nießner and my Bachelor's degree with Prof. Leal Taixè. With Prof. Steffen Glaser (Munich Quantum Valley initiative and Bavarian NMR Center), I pursued research related to sequences of quantum particles. In 2018, I was part of the Chinese Academy of Sciences in Suzhou as an intern with Prof. Xiaodong. I have been a recipient of two scholarships from the German Academic Exchange Service (DAAD), and have been awarded the FemTec scholarship during my Master's studies.

Updates

  • May 2025 I joined the MCML delegation to present our research at NYU, Cornell, Cornell Tech, Harvard, and MIT.
  • Apr 2025 Our paper Prototype Augmented Hypernetworks was accepted to CVPR 2025 Workshop
  • Feb 2025 Nonisotropic Gaussian Diffusion was accepted to CVPR 2025
  • Jan 2025 Pre-print of Nonisotropic Gaussian Diffusion for Realistic 3D Human Motion Prediction is online
  • Dec 2024 Our paper ZDySS - Zero-Shot Dynamic Scene Stylization using Gaussian Splatting is online
  • Aug 2024 Our paper Gaussian Splatting in Style was accepted to GCPR 2024
  • Sep 2023 I joined the Computer Vision Group at TUM as a PhD candidate with Prof. Daniel Cremers

Research

See my full list of publications.