18 citations
- Université Paris-SaclayFR6 papers
- Commissariat à l'Énergie Atomique et aux Énergies AlternativesFR5 papers
- CEA Paris-SaclayFR4 papers
- CentraleSupélecFR4 papers
- CEA Paris-Saclay - Etablissement de SaclayFR2 papers
- Institut de Recherche sur les Lois Fondamentales de l'UniversFR2 papers
- Laboratoire d'Intégration des Systèmes et des TechnologiesFR2 papers
- SupélecFR2 papers
- Aalto UniversityFI1 paper
- Bouygues (France)FR1 paper
- CEA MarcouleFR1 paper
- Centre Inria de SaclayFR1 paper
10 papers
Training Neural Networks at Any Scale
Thomas Pethick, Kimon Antonakopoulos, Antonio Silveti-Falls +2
This article reviews modern optimization methods for training neural networks with an emphasis on efficiency and scale. We present state-of-the-art optimization algorithms under a…
Adaptive Conditional Gradient Descent
Abbas Khademi, Antonio Silveti-Falls
Selecting an effective step-size is a fundamental challenge in first-order optimization, especially for problems with non-Euclidean geometries. This paper presents a novel adaptive…
Enhanced Generative Model Evaluation with Clipped Density and Coverage
Nicolas Salvy, Hugues Talbot, Bertrand Thirion
Although generative models have made remarkable progress in recent years, their use in critical applications has been hindered by an inability to reliably evaluate the quality of t…
Multifractality in critical neural field dynamics
Merlin Dumeur, Sheng H. Wang, J. Matias Palva +1
The brain criticality hypothesis has largely only characterized brain dynamics in terms of their self-similarity, although experimental evidence suggests that the brain exhibits si…
X-ray imaging with Micromegas detectors with optical readout
A. Cools, S. Aune, F. Beau +12
In the last years, optical readout of Micromegas gaseous detectors has been achieved by implementing a Micromegas detector on a glass anode coupled to a CMOS camera. Effective X-ra…
Medica-Plus: a Micromegas-based proof-of-concept detector for sub-becquerel tritium activity assessment at the service of oncological research
F. Jambon, S. Aune, P. Baron +17
To fulfill needs in oncological research a new Micromegas detector has been developed to follow radiolabelled drugs in living organisms at the single cell level. This article descr…