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hal-03279029v1  Conference papers
Pierre TandeoPierre AilliotChristophe BelloBertrand ChapronTrang Chau et al.  Narrowing uncertainties in climate projections using data science tools
3rd joint RIKEN & IMT-Atlantique workshop on Statistical Modeling and Machine Learning in Meteorology and Oceanography, Apr 2021, Brest, France
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hal-03227798v1  Journal articles
Clément Le GoffBrahim BoussidiAlexei MironovYann GuichouxYicun Zhen et al.  Monitoring the Greater Agulhas Current With AIS Data Information
Journal of Geophysical Research. Oceans, Wiley-Blackwell, 2021, 126 (5), pp.e2021JC017228. ⟨10.1029/2021jc017228⟩
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hal-03683702v1  Conference papers
Raphael BaenaLucas DrumetzVincent Gripon. A Local Mixup to Prevent Manifold Intrusion
EUSIPCO 2022, Aug 2022, Belgrade, Serbia
hal-03394493v1  Conference papers
Khawla Ben GaiedAbdesslam BenzinouAbdul QayyumKamal NasreddineCatherine Borremans et al.  2D convolutional neural networks for benthic fauna identification
16th DSBS - Deep Sea Biology Symposium, Sep 2021, BREST, France
hal-03500536v1  Journal articles
Clément BonetTitouan VayerNicolas CourtyFrançois SeptierLucas Drumetz. Subspace Detours Meet Gromov-Wasserstein
Algorithms, MDPI, 2021, Special Issue Optimal Transport: Algorithms and Applications, 14, pp.1-29. ⟨10.3390/a14120366⟩
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hal-02947871v1  Journal articles
Jing QinHarlin LeeJocelyn T ChiLucas DrumetzJocelyn Chanussot et al.  Blind Hyperspectral Unmixing Based on Graph Total Variation Regularization
IEEE Transactions on Geoscience and Remote Sensing, Institute of Electrical and Electronics Engineers, 2021, 59 (4), pp.3338 - 3351. ⟨10.1109/TGRS.2020.3020810⟩
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tel-03601164v1  Theses
Yuan Zhao. Observations and quantifications of precipitation signatures from C-band dual-polarized SAR measurements
Ocean, Atmosphere. Ecole nationale supérieure Mines-Télécom Atlantique, 2021. English. ⟨NNT : 2021IMTA0284⟩
hal-03684529v1  Book sections
Abdul QayyumAbdesslam BenzinouMoona MazherFabrice Meriaudeau. Efficient Multi-model Vision Transformer Based on Feature Fusion for Classification of DFUC2021 Challenge
Diabetic Foot Ulcers Grand Challenge, 13183, Springer International Publishing, pp.62-75, 2021, Lecture Notes in Computer Science
hal-03684535v1  Book sections
Moona MazherAbdul QayyumAbdesslam BenzinouMohamed Abdel-NasserDomenec Puig. Multi-disease, Multi-view and Multi-center Right Ventricular Segmentation in Cardiac MRI Using Efficient Late-Ensemble Deep Learning Approach
Statistical Atlases and Computational Models of the Heart. Multi-Disease, Multi-View, and Multi-Center Right Ventricular Segmentation in Cardiac MRI Challenge, 13131, Springer International Publishing, pp.335-343, 2021, Lecture Notes in Computer Science
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hal-03139133v1  Conference papers
Ronan FabletLucas DrumetzFrançois Rousseau. END-TO-END LEARNING OF VARIATIONAL MODELS AND SOLVERS FOR THE RESOLUTION OF INTERPOLATION PROBLEMS
ICASSP 2021 : IEEE International Conference on Acoustics, Speech and Signal Processing, Jun 2021, Toronto, United States. ⟨10.1109/ICASSP39728.2021.9414629⟩