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- Centre National de la Recherche ScientifiqueFR7 papers
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10 papers · 1 filter
It GAN DO Better: GAN-based Detection of Objects on Images with Varying Quality
Charan D. Prakash, Lina J. Karam
In this paper, we propose in our novel generative framework the use of Generative Adversarial Networks (GANs) to generate features that provide robustness for object detection on r…
Investigation of the impact of PTMs on the protein backbone conformation
Pierrick Craveur, Tarun Narwani, Joseph Rebehmed +1
Post-Translational Modifications (PTMs) are known to play a critical role in the regulation of the protein functions. Their impact on protein structures, and their link to disorder…
In silico prediction of protein flexibility with local structure approach
Tarun Narwani, Catherine Etchebest, Pierrick Craveur +6
Flexibility is an intrinsic essential feature of protein structures, directly linked to their functions. To this day, most of the prediction methods use the crystallographic data (…
Default Parallels: The Science Potential Of JWST Parallel Observations During TSO Primary Observations
B. W. Holwerda, Jonathan Fraine, Nelly Mouawad +1
The James Webb Space Telescope (JWST) will observe several stars for long cumulative durations while pursuing exoplanets as primary science targets for both Guaranteed Time Observa…
Defending Against Universal Attacks Through Selective Feature Regeneration
Tejas Borkar, Felix Heide, Lina Karam
Deep neural network (DNN) predictions have been shown to be vulnerable to carefully crafted adversarial perturbations. Specifically, image-agnostic (universal adversarial) perturba…
Reconfigurable Hardware Implementation of the Successive Overrelaxation Method
Safaa Kasbah, Ramzi Haraty, Issam Damaj
In this chapter, we study the feasibility of implementing SOR in reconfigurable hardware. We use Handel-C, a higher level design tool, to code our design, which is analyzed, synthe…