Hi! I'm Nicolas, a PhD student in CVLab, EPFL, supervised by Prof. Pascal Fua. I mostly work on deep learning for 3D shape representation, with a focus on its application to shape design and optimization.

Before this, I did my Bachelor and Master degrees at EPFL, taking courses and projects related to computer vision, machine learning and deep learning.

You can check my EPFL page, or Google scholar.

Publications

Neural Surface Detection for Unsigned Distance Fields

Federico Stella, Nicolas Talabot, Hieu Le, Pascal Fua

ECCV 2024

[Project][arXiv]

HybridSDF: Combining Deep Implicit Shapes and Geometric Primitives for 3D Shape Representation and Manipulation

Subeesh Vasu^*, Nicolas Talabot^*, Artem Lukoianov, Pierre Baqué, Jonathan Donier, Pascal Fua

3DV 2022

[Project][arXiv][Video]

Ascending neurons convey behavioral state to integrative sensory and action selection brain regions

Chin-Lin Chen, Florian Aymanns, Ryo Minegishi, Victor D. V. Matsuda, Nicolas Talabot, Semih Günel, Barry J. Dickson, Pavan Ramdya

Nature Neuroscience

[Nature] [PDF]