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Dive into the research topics where Antoine Gratia is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Projects
- 1 Finished
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SmartTune - Robust and SustainableHyper-parameter Optimisation for Deep Learning
Gratia, A. (PI), Perrouin, G. (Supervisor), Schobbens, P. Y. (Co-supervisor), Temple, P. (Support role), Tuci, E. (Support role) & Acher, M. (Support role)
1/07/21 → 28/06/25
Project: PHD
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Energy-Aware Neural Architecture Search: Leveraging Genetic Algorithms for Balancing Performance and Consumption
Gratia, A., Temple, P., Schobbens, P.-Y. & Perrouin, G., 22 Jul 2025, Artificial Life and Evolutionary Computation - 18th Italian Workshop, WIVACE 2024, Revised Selected Papers: 18th Italian Workshop, WIVACE 2024, Namur, Belgium, September 11–13, 2024, Revised Selected Papers. Carletti, T., Tuci, E. & Njougouo, T.-S. (eds.). Springer Science and Business Media Deutschland GmbH, Vol. 2532. p. 173–185 13 p. (Communications in Computer and Information Science; vol. 2532 CCIS).Research output: Contribution in Book/Catalog/Report/Conference proceeding › Chapter
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CNNGen: A Generator and a Dataset for Energy-Aware Neural Architecture Search
Gratia, A., Liu, H., Satoh, S., Temple, P., Schobbens, P.-Y. & Perrouin, G., 2024, 32nd European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning.Research output: Contribution in Book/Catalog/Report/Conference proceeding › Conference contribution
Open AccessFile111 Downloads (Pure)
Activities
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The 32th European Symposium on Artificial Neural Networks (Esann2024)
Gratia, A. (Contributor)
9 Oct 2024 → 11 Oct 2024Activity: Participating in or organising an event types › Participation in conference
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WIVACE 2024XVIII International Workshop on Artificial Life and Evolutionary Computation
Gratia, A. (Contributor)
11 Sept 2024 → 13 Sept 2024Activity: Participating in or organising an event types › Participation in conference
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National Institute of Informatics
Gratia, A. (Visiting researcher)
8 Mar 2023 → 5 Aug 2023Activity: Visiting an external institution types › Research/Teaching in a external institution
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Inria-DFKI European Summer School on AI
Gratia, A. (Poster)
29 Aug 2022 → 2 Sept 2022Activity: Participating in or organising an event types › Participation in workshop, seminar, course
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BMW Summer School 2022
Gratia, A. (Poster)
4 Jul 2022 → 9 Jul 2022Activity: Participating in or organising an event types › Participation in workshop, seminar, course
Thesis
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Automated and Disciplined ConvNet Architecture Exploration
Gratia, A. (Author), Perrouin, G. (Supervisor), Frénay, B. (Co-Supervisor) & Temple, P. (Co-Supervisor), 22 Jun 2021Student thesis: Master types › Master in Computer Science Professional focus in Data Science
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Topological Architecture Exploration and Neuroevolution for Energy-aware Neural Architecture Search
Gratia, A. (Author), Perrouin, G. (Supervisor), Schobbens, P. Y. (Co-Supervisor), Vanhoof, W. (President), Frénay, B. (Jury), Temple, P. (Jury), Quinton, C. (Jury) & Satoh, S. N. I. (Jury), 12 Sept 2025Student thesis: Doc types › Doctor of Sciences
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