Published papers in top international conferences such as ICCV, ICML, CVPR; Served as Area Chair for ICCV 2025, CVPR 2025, and NeurIPS 2024; Involved in multiple research projects like R3D2, ProHoc, and collaborations with Zenseact, UC Berkeley, etc.; Received ERC-funded project GlobalVision (2008-2013).
Research Experience
Current professor at Chalmers University of Technology, leading the Computer Vision Group; Previously a professor at the Department of Mathematics, Lund University (2006-2018).
Education
PhD: Lund University, supervised by Profs. Anders Heyden and Gunnar Sparr (1997-2001); Postdoc: Department of Computer Science, University of California San Diego (2005-2006), Australian National University (2004-2005).
Background
An applied mathematician interested in geometry, optimization, computer vision, and machine learning, particularly geometric deep learning. Current interests include equivariance, diffusion models, and explainability for applications in medicine, physics, and 3D scene perception.
Miscellany
Personal interests and hobbies not specifically mentioned; Erdös number is 4.