Mohamed El Amine Seddik

Statistics

Publications

Citations

114

H-Index

Active since

2019

Affiliations

Commissariat à l'Énergie Atomique et aux Énergies Alternatives(Current)

CentraleSupélec

CEA Grenoble

Laboratoire d'Intégration des Systèmes et des Technologies

CEA Cadarache

Mohamed El Amine Seddik is an author at Commissariat à l'Énergie Atomique et aux Énergies Alternatives specializing in machine learning, deep learning, and computer science.

ORCID

Publications per year

2019–2021

Publications

Soil Moisture Estimation Using Sentinel-1/-2 Imagery Coupled With CycleGAN for Time-Series Gap Filing

Natalia Efremova, Mohamed El Amine Seddik, Esra Erten · IEEE Transactions on Geoscience and Remote Sensing · 2021 · 57 citations · Full text

Agriculture, Agronomy, Crop Sciences +16

Random Matrix Theory Proves that Deep Learning Representations of GAN-data Behave as Gaussian Mixtures

Mohamed El Amine Seddik, Cosme Louart, Mohamed Tamaazousti et al. · arXiv (Cornell University) · 2020 · 20 citations · Full text

Computing, Computer Science, Machine Learning +12

Learning More Universal Representations for Transfer-Learning

Youssef Tamaazousti, Hervé Le Borgne, Céline Hudelot et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2019 · 16 citations · Full text

Computing, Computer Science, Computer Vision +16

Kernel Random Matrices of Large Concentrated Data: the Example of GAN-Generated Images

Mohamed El Amine Seddik, Mohamed Tamaazousti, Romain Couillet · 2019 · 11 citations · Full text

Computing, Computer Science, Computer Vision +14

Random Matrix Theory Proves that Deep Learning Representations of\n GAN-data Behave as Gaussian Mixtures

Mohamed El Amine Seddik, Cosme Louart, Mohamed Tamaazousti et al. · arXiv (Cornell University) · 2020 · 10 citations · Full text

Computing, Computer Science, Machine Learning +13

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