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Administrative data

Charlotte Bunne

charlotte.bunne@epfl.ch https://aimm.epfl.ch

EPFL IC IINFCOM AIMM
BC 250 (Bâtiment BC)
Station 14
1015 Lausanne

EPFL IC IINFCOM AIMM
BC 250 (Bâtiment BC)
Station 14
1015 Lausanne

EPFL IC IINFCOM AIMM
BC 250 (Bâtiment BC)
Station 14
1015 Lausanne

EPFL IC IINFCOM AIMM
BC 250 (Bâtiment BC)
Station 14
1015 Lausanne

EPFL IC IINFCOM AIMM
BC 250 (Bâtiment BC)
Station 14
1015 Lausanne

Charlotte Bunne is an assistant professor at EPFL in the School of Computer and Communication Sciences (IC) and School of Life Sciences (SV). She is part of the Swiss Institute for Experimental Cancer Research (ISREC) and the EPFL AI Center. Before, she was a PostDoc at Genentech and Stanford working with Aviv Regev and Jure Leskovec and completed a PhD in Computer Science at ETH Zurich working with Andreas Krause and Marco Cuturi. During her graduate studies, she was a visiting researcher at the Broad Institute of MIT and Harvard hosted by Anne Carpenter and Shantanu Singh and worked with Stefanie Jegelka at MIT. Charlotte is an AI2050 Early Career Fellow, a Fellow of the German National Academic Foundation, and a recipient of two ETH Medals.

Teaching & PhD

PhD Students

Benedikt Edler Von Querfurth, Eeshaan Jain, Johann Clemens Werner Wenckstern

Courses

Foundation models and generative AI

CS-461

This course covers the principles, architectures, and applications of foundation models and generative AI, including generative methods, tokenization, multi-modal learning, adaptation, prompting, and their use in reasoning, decision-making, and scientific domains.