Nicolas Boutry

Associate Professor, Ecole Pour l'Informatique et les Techniques Avancees

Joined

September 2022

Names

Nicolas Boutry (Preferred)

Emails

****@lrde.epita.fr (Confirmed)

Personal Links

DBLP

Semantic Scholar

Career & Education History

Associate Professor

Ecole Pour l'Informatique et les Techniques Avancees (epita.fr)

2021 – Present

Advisors, Relations & Conflicts

Coworker

Thierry Géraud

Present

Coworker

Laurent Najman

Present

Expertise

deep learning

Present

discrete topology

Present

biomedical imaging

Present

topological data analysis

Present

Publications

Explaining with trees: interpreting CNNs using hierarchies
Caroline Mazini Rodrigues, Nicolas Boutry, Laurent Najman
- Accepted by TMLR
- Readers: Everyone
Reasoning with trees: interpreting CNNs using hierarchies
Caroline Mazini Rodrigues, Nicolas Boutry, Laurent Najman
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Topology-aware method to segment 3D plant tissues images.
VU NGOC MINH ON, Nicolas Boutry, Jonathan Fabrizio
- Published: 21 Oct 2022, Last Modified: 05 May 2023
- AI4Science Poster
- Readers: Everyone
Some Equivalence Relation between Persistent Homology and Morphological Dynamics
Nicolas Boutry, Laurent Najman, Thierry Géraud
- 2022 (modified: 01 Nov 2022)
- J. Math. Imaging Vis. 2022
- Readers: Everyone
Strong Euler well-composedness
Nicolas Boutry, Rocío González-Díaz, María José Jiménez, Eduardo Paluzo-Hidalgo
- 2022 (modified: 01 Nov 2022)
- J. Comb. Optim. 2022
- Readers: Everyone
Gradient Vector Fields of Discrete Morse Functions and Watershed-Cuts
Nicolas Boutry, Gilles Bertrand, Laurent Najman
- 2022 (modified: 01 Nov 2022)
- DGMM 2022
- Readers: Everyone
Local Intensity Order Transformation for Robust Curvilinear Object Segmentation
Tianyi Shi, Nicolas Boutry, Yongchao Xu, Thierry Géraud
- 2022 (modified: 01 Nov 2022)
- IEEE Trans. Image Process. 2022
- Readers: Everyone
Local Intensity Order Transformation for Robust Curvilinear Object Segmentation
Tianyi Shi, Nicolas Boutry, Yongchao Xu, Thierry Géraud
- 2022 (modified: 01 Nov 2022)
- CoRR 2022
- Readers: Everyone
Gradient Vector Fields of Discrete Morse Functions are Minimum Spanning Forests
Nicolas Boutry, Laurent Najman
- 2022 (modified: 01 Nov 2022)
- CoRR 2022
- Readers: Everyone
Some equivalence relation between persistent homology and morphological dynamics
Nicolas Boutry, Laurent Najman, Thierry Géraud
- 2022 (modified: 01 Nov 2022)
- CoRR 2022
- Readers: Everyone

View all 44 publications

Co-Authors

View all 216 co-authors