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the limits of the scale in force. Mission confiée The main objective of this project is the understanding and development of robust and effective stochastic optimization methods for training deep learning
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validated on HPC benchmarks. Principales activités The PhD student will conduct original researches on the topic described above. The expected outcome includes: Verification algorithms and correctness proofs
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within a Research Infrastructure? No Offer Description Contexte et atouts du poste The main goal of this PhD project is to develope a deep learning framework for the design of cyclic peptides. This project
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physical model of the EEG headset on the one hand, and on a term learned on residuals by an AI model on the other. Prediction of fMRI activity using EEG signal : The main idea is to model EEG and fMRI
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on patients' quality of life and healthcare resources. Within the framework of the I-DEAL project, the main goal is to address the unmet needs of CD patients by enabling early intervention and promoting a
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sciences seem to remain completely out of reach for now. The main one being the generalizability beyond past experience, namely the adaptability to unknown contexts. Furthermore, deep learning algorithms
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… Mission confiée We view CNN models as large tensors and plan to represent them with their low-rank tensor representations. The main goal of this PhD thesis is to take advantage of parallel work on tensor
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synthesis flow Basic programming knowledge (C/C++, python) Experience with High Level Synthesis (HLS) is a plus Experience in fault tolerant architectures is a plus Candidates must have a Master's degree (or
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learning approaches based human-expert annotations and simulated annotations. The thesis will be supervised by Charles Kervrann (Inria Rennes). Mission confiée CONTEXT AND MOTIVATION - Our main goal is to