Search - Laboratoire de Physique des Interfaces et des Couches Minces (PICM) Access content directly

Filter your results

8 Results
Domains : info.info-ai

Introducing Graph Smoothness Loss for Training Deep Learning Architectures

Myriam Bontonou , Carlos Lassance , Ghouthi Boukli Hacene , Vincent Gripon , Jian Tang , et al.
2019 IEEE Data Science Workshop (DSW), Jun 2019, Minneapolis, United States. pp.160-164, ⟨10.1109/DSW.2019.8755559⟩
Conference papers hal-02487427v1

Oligoclonal Band Straightening Based on Optimized Hierarchical Warping for Multiple Sclerosis Diagnosis

Farah Haddad , Samuel Boudet , Laurent Peyrodie , Nicolas Vandenbroucke , Julien Poupart , et al.
Sensors, 2022, 22 (3), pp.724. ⟨10.3390/s22030724⟩
Journal articles hal-03533749v1

Toward an automatic tool for oligoclonal band detection in cerebrospinal fluid and tears for multiple sclerosis diagnosis: lane segmentation based on a ribbon univariate open active contour

Farah Haddad , Samuel Boudet , Laurent Peyrodie , Nicolas Vandenbroucke , Patrick Hautecoeur , et al.
Medical and Biological Engineering and Computing, 2020, 58 (5), pp.967-976. ⟨10.1007/s11517-020-02141-9⟩
Journal articles hal-03110487v1
Image document

Robustesse structurelle des architectures d'apprentissage profond

Carlos Lassance , Vincent Gripon , Jian Tang , Antonio Ortega
GRETSI, Aug 2020, Lille, France
Conference papers hal-02871252v1

Structural Robustness for Deep Learning Architectures

Carlos Lassance , Vincent Gripon , Jian Tang , Antonio Ortega
2019 IEEE Data Science Workshop (DSW), Jun 2019, Minneapolis, United States. pp.125-129, ⟨10.1109/DSW.2019.8755564⟩
Conference papers hal-02487448v1
Image document

Energy Management for Microgrids: a Reinforcement Learning Approach

Tanguy Levent , Philippe Preux , Erwan Le Pennec , Jordi Badosa , Gonzague Henri , et al.
ISGT-Europe 2019 - IEEE PES Innovative Smart Grid Technologies Europe, Sep 2019, Bucharest, France. pp.1-5, ⟨10.1109/ISGTEurope.2019.8905538⟩
Conference papers hal-02382232v1
Image document

The challenge of controlling microgrids in the presence of rare events with Deep Reinforcement Learning

Tanguy Levent , Philippe Preux , Gonzague Henri , Réda Alami , Philippe Cordier , et al.
IET Smart Grid, In press, ⟨10.1049/stg2.12003⟩
Journal articles hal-02971554v1

Deep Geometric Knowledge Distillation with Graphs

Carlos Lassance , Myriam Bontonou , Ghouthi Boukli Hacene , Vincent Gripon , Jian Tang , et al.
ICASSP 2020: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2020, Barcelona, Spain. pp.8484-8488, ⟨10.1109/ICASSP40776.2020.9053986⟩
Conference papers hal-02871309v1