Loubna Benabbou

Joined

May 2022

Names

Loubna Benabbou (Preferred)

Emails

****@uqar.ca (Confirmed)

Personal Links

Homepage

Google Scholar

Career & Education History

Associate Professor

Université du Québec à Rimouski (uqar.uquebec.ca)

2018 – 2022

Associate Professor

Ecole Mohammadia d'Ingénieurs (emi.ac.ma)

2010 – 2018

Advisors, Relations & Conflicts

No relations added

Expertise

Machine learning

Present

Management sciences

Present

Supply chain management

Present

Publications

Multi-Representation Attention Framework for Underwater Bioacoustic Denoising and Recognition
Amine Razig, Soulaymani Youssef, Loubna Benabbou, Pierre Cauchy
- Submitted to ICLR 2026
- Readers: Everyone
Multiscale Neural PDE Surrogates for Prediction and Downscaling: Application to Ocean Currents
Abdessamad El Kabid, Loubna Benabbou, Redouane Lguensat, Alex Hernández-García
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
Deep Reinforcement Learning For Nash Equilibria in Non-Renewable Resource Differential Games
El Mehdi Nezahi, Loubna Benabbou, Hassan Benchekroun
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
Marine Mammals Recognition: a Multi-Modal Framework for Bioacoustic Monitoring
Amine Razig, Soulaymani Youssef, Loubna Benabbou, Pierre Cauchy
- NeurIPS 2025 AiForAnimalComms Workshop
- Readers: Everyone
Multi-Modal Attention Framework for Underwater Bioacoustic Denoising and Recognition
Amine Razig, Soulaymani Youssef, Loubna Benabbou, Pierre Cauchy
- NeurIPS2025-AI4Science Poster
- Readers: Everyone
Multiscale Neural PDE Surrogates for Prediction and Downscaling: Application to Ocean Currents
Abdessamad El Kabid, Loubna Benabbou, Redouane Lguensat, Alex Hernández-García
- NeurIPS2025-AI4Science Poster
- Readers: Everyone
What if We Enrich day-ahead Solar Irradiance Time Series Forecasting with Spatio-Temporal Context?
Oussama Boussif, Ghait Boukachab, Dan Assouline, Stefano Massaroli, Tianle Yuan, Loubna Benabbou, Yoshua Bengio
- SynS & ML @ ICML2023
- Readers: Everyone
Improving *day-ahead* Solar Irradiance Time Series Forecasting by Leveraging Spatio-Temporal Context
Oussama Boussif, Ghait Boukachab, Dan Assouline, Stefano Massaroli, Tianle Yuan, Loubna Benabbou, Yoshua Bengio
- NeurIPS 2023 poster
- Readers: Everyone
MAgNet: Mesh Agnostic Neural PDE Solver
Oussama Boussif, Dan Assouline, Loubna Benabbou, Yoshua Bengio
- Published: 15 Jun 2022, Last Modified: 30 Dec 2025
- ICML-AI4Science Poster
- Readers: Everyone
MAgNet: Mesh Agnostic Neural PDE Solver
Oussama Boussif, Yoshua Bengio, Loubna Benabbou, Dan Assouline
- Published: 31 Oct 2022, Last Modified: 08 Feb 2026
- NeurIPS 2022 Accept
- Readers: Everyone

Loubna Benabbou

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Multi-Representation Attention Framework for Underwater Bioacoustic Denoising and Recognition

Multiscale Neural PDE Surrogates for Prediction and Downscaling: Application to Ocean Currents

Deep Reinforcement Learning For Nash Equilibria in Non-Renewable Resource Differential Games

Marine Mammals Recognition: a Multi-Modal Framework for Bioacoustic Monitoring

Multi-Modal Attention Framework for Underwater Bioacoustic Denoising and Recognition

Multiscale Neural PDE Surrogates for Prediction and Downscaling: Application to Ocean Currents

What if We Enrich day-ahead Solar Irradiance Time Series Forecasting with Spatio-Temporal Context?

Improving day-ahead Solar Irradiance Time Series Forecasting by Leveraging Spatio-Temporal Context

MAgNet: Mesh Agnostic Neural PDE Solver

MAgNet: Mesh Agnostic Neural PDE Solver

Co-Authors