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ORCIDAlexandre Heuillet
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2020 – today
- 2024
[j5]Alexandre Heuillet
, Ahmad Nasser, Hichem Arioui, Hedi Tabia:
Efficient Automation of Neural Network Design: A Survey on Differentiable Neural Architecture Search. ACM Comput. Surv. 56(11): 270:1-270:36 (2024)- [j4]Haozhe Sun, Alexandre Heuillet, Felix Mohr, Hedi Tabia:
DARIO: Differentiable Vision Transformer Pruning With Low-Cost Proxies. IEEE J. Sel. Top. Signal Process. 18(6): 997-1009 (2024) - 2023
- [b1]Alexandre Heuillet:
Exploring deep neural network differentiable architecture design. (Optimisation automatique des architectures de réseaux de neurones profonds via un objectif différentiable). University of Paris-Saclay, France, 2023 - [j3]Alexandre Heuillet, Hedi Tabia, Hichem Arioui, Kamal Youcef-Toumi:
D-DARTS: Distributed Differentiable Architecture Search. Pattern Recognit. Lett. 176: 42-48 (2023) - [c2]Alexandre Heuillet, Hedi Tabia, Hichem Arioui:
Automated Siamese Network Design for Image Similarity Computation. CBMI 2023: 8-13 - [c1]Alexandre Heuillet, Hedi Tabia, Hichem Arioui:
NASiam: Efficient Representation Learning using Neural Architecture Search for Siamese Networks. INNS DLIA@IJCNN 2023: 58-70 - [i5]Alexandre Heuillet, Hedi Tabia, Hichem Arioui:
NASiam: Efficient Representation Learning using Neural Architecture Search for Siamese Networks. CoRR abs/2302.00059 (2023) - [i4]Alexandre Heuillet, Ahmad Nasser, Hichem Arioui, Hedi Tabia:
Efficient Automation of Neural Network Design: A Survey on Differentiable Neural Architecture Search. CoRR abs/2304.05405 (2023) - 2022
- [j2]Alexandre Heuillet, Fabien Couthouis, Natalia Díaz Rodríguez:
Collective eXplainable AI: Explaining Cooperative Strategies and Agent Contribution in Multiagent Reinforcement Learning With Shapley Values. IEEE Comput. Intell. Mag. 17(1): 59-71 (2022) - 2021
- [j1]Alexandre Heuillet, Fabien Couthouis, Natalia Díaz Rodríguez:
Explainability in deep reinforcement learning. Knowl. Based Syst. 214: 106685 (2021) - [i3]Alexandre Heuillet, Hedi Tabia, Hichem Arioui, Kamal Youcef-Toumi:
D-DARTS: Distributed Differentiable Architecture Search. CoRR abs/2108.09306 (2021) - [i2]Alexandre Heuillet, Fabien Couthouis, Natalia Díaz Rodríguez:
Collective eXplainable AI: Explaining Cooperative Strategies and Agent Contribution in Multiagent Reinforcement Learning with Shapley Values. CoRR abs/2110.01307 (2021) - 2020
- [i1]Alexandre Heuillet, Fabien Couthouis, Natalia Díaz Rodríguez:
Explainability in Deep Reinforcement Learning. CoRR abs/2008.06693 (2020)
Coauthor Index
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