Alexandre Heuillet

AI Scientist
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Affiliations actuelles
  • Informatique, BioInformatique, Systèmes Complexes (IBISC)
  • Massachusetts Institute of Technology (MIT)

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Publications

Efficient Automation of Neural Network Design: A Survey on Differentiable Neural Architecture Search

Alexandre Heuillet , Ahmad Nasser , Hichem Arioui , Hedi Tabia

ACM Computing Surveys, 2024, 56 (11), pp.270. ⟨10.1145/3665138⟩

Article dans une revue hal-04104238v1

DARIO: Differentiable vision transformer pruning with low-cost proxies

Haozhe Sun , Alexandre Heuillet , Felix Mohr , Hedi Tabia

IEEE Journal of Selected Topics in Signal Processing, 2024, 18 (6), pp.997--1009. ⟨10.1109/JSTSP.2024.3501685⟩

Article dans une revue hal-04813053v1
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D-DARTS: Distributed Differentiable Architecture Search

Alexandre Heuillet , Hedi Tabia , Hichem Arioui , Kamal Youcef-Toumi

Pattern Recognition Letters, 2023, 176, pp.42--48. ⟨10.1016/j.patrec.2023.10.019⟩

Article dans une revue hal-04270973v1
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NASiam: Efficient Representation Learning using Neural Architecture Search for Siamese Networks

Alexandre Heuillet , Hedi Tabia , Hichem Arioui

Procedia Computer Science, 2023, 222, pp.58--70. ⟨10.1016/j.procs.2023.08.144⟩

Article dans une revue hal-04200729v1
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Collective eXplainable AI: Explaining Cooperative Strategies and Agent Contribution in Multiagent Reinforcement Learning with Shapley Values

Alexandre Heuillet , Fabien Couthouis , Natalia Diaz-Rodriguez

IEEE Computational Intelligence Magazine, 2022, 17 (1), pp.59-71. ⟨10.1109/MCI.2021.3129959⟩

Article dans une revue hal-03549473v1
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Explainability in Deep Reinforcement Learning

Alexandre Heuillet , Fabien Couthouis , Natalia Díaz-Rodríguez

Knowledge-Based Systems, 2021, ⟨10.1016/j.knosys.2020.106685⟩

Article dans une revue hal-03059366v1

Automated Siamese Network Design for Image Similarity Computation

Alexandre Heuillet , Hedi Tabia , Hichem Arioui

20th International Conference on Content-based Multimedia Indexing (CBMI 2023), Sep 2023, Orleans, France. pp.8--13, ⟨10.1145/3617233.3617243⟩

Communication dans un congrès hal-04420941v1