Stephane Canu

Full Professor, INSA Rouen Normandy

Joined

September 2017

Names

Stephane Canu

,

Stéphane Canu

Emails

****@insa-rouen.fr (Confirmed)

,

****@insa-rouen.fr (Confirmed)

Personal Links

Semantic Scholar

Career & Education History

Full Professor

INSA Rouen Normandy (insa-rouen.fr)

1997 – Present

Advisors, Relations & Conflicts

Coauthor

2009 – 2009

Expertise

Applied optimization

Present

Deep learning

Present

Machine learning and Data science

Present

Publications

The data-driven transferable adversarial space
Yuan Liu, Stephane Canu
- ACML 2024 Conference Track
- Readers: Everyone
A Theoretically Grounded Extension of Universal Attacks from the Attacker's Viewpoint
Jordan Frecon, Paul Viallard, Emilie Morvant, Gilles Gasso, Amaury Habrard, Stephane Canu
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
LIMANS: Linear Model of the Adversarial Noise Space
Lucas Anquetil, Jordan Frecon, Yuan Liu, Stephane Canu, Gilles Gasso
- Submitted to ICLR 2024
- Readers: Everyone
Similarity Contrastive Estimation for Self-Supervised Soft Contrastive Learning
Julien Denize, Jaonary Rabarisoa, Astrid Orcesi, Romain Hérault, Stéphane Canu
- Published: 01 Jan 2023, Last Modified: 12 May 2023
- WACV 2023
- Readers: Everyone
PES: Probabilistic Exponential Smoothing for Time Series Forecasting
Antonio Cifonelli, Stephane Canu
- 22 Sept 2022 (modified: 13 Feb 2023)
- ICLR 2023 Conference Withdrawn Submission
- Readers: Everyone
Physically-admissible polarimetric data augmentation for road-scene analysis
Cyprien Ruffino, Rachel Blin, Samia Ainouz, Gilles Gasso, Romain Hérault, Fabrice Mériaudeau, Stéphane Canu
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- CoRR 2022
- Readers: Everyone
Road Scene Analysis: A Study of Polarimetric and Color-based Features under Various Adverse Weather Conditions
Rachel Blin, Samia Ainouz, Stéphane Canu, Fabrice Mériaudeau
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- VISIGRAPP (4: VISAPP) 2022
- Readers: Everyone
A formal approach to good practices in Pseudo-Labeling for Unsupervised Domain Adaptive Re-Identification
Fabian Dubourvieux, Romaric Audigier, Angélique Loesch, Samia Ainouz, Stéphane Canu
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- Comput. Vis. Image Underst. 2022
- Readers: Everyone
The PolarLITIS Dataset: Road Scenes Under Fog
Rachel Blin, Samia Ainouz, Stéphane Canu, Fabrice Mériaudeau
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- IEEE Trans. Intell. Transp. Syst. 2022
- Readers: Everyone
Missing Data Imputation via Conditional Generator and Correlation Learning for Multimodal Brain Tumor Segmentation
Tongxue Zhou, Pierre Vera, Stéphane Canu, Su Ruan
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- Pattern Recognit. Lett. 2022
- Readers: Everyone

View all 120 publications

Co-Authors

View all 121 co-authors