She is a Professor (HDR, 2024 from École Polytechnique) in Artificial Intelligence at the Computer Science Laboratory (LIX) of École Polytechnique, Paris, France. She leads the VISTA team and is an ELLIS member affiliated with the Paris Unit.

Her research aims to develop generalizable methods applicable across various domains, with a current focus on multimodal generative AI — particularly in terms of efficiency, structured or multiple outputs, and medical applications. At École Polytechnique, she is the main researcher in generative AI and regularly publishes in the most prestigious computer vision conferences (CVPR, ICCV, ECCV) and top journals (T-PAMI, IJCV). She actively supports both Slow Science and Open Science.

Previously, she was a research fellow at the Visual Geometry Group (VGG), University of Oxford, where she worked with Andrew Zisserman. She completed her PhD in a joint program between the CALVIN group at the University of Edinburgh and the THOTH team (formerly LEAR) at INRIA Grenoble, under the supervision of Vittorio Ferrari and Cordelia Schmid.

Computer vision, deep learning