Alexandre Heuillet

According to our database, Alexandre Heuillet authored at least 8 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

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

Alexandre Heuillet, Ahmad Nasser, Hichem Arioui, Hedi Tabia

ACM Comput. Surv., November, 2024

DARIO: Differentiable Vision Transformer Pruning With Low-Cost Proxies.

Haozhe Sun, Alexandre Heuillet, Felix Mohr, Hedi Tabia

IEEE J. Sel. Top. Signal Process., September, 2024

2023

D-DARTS: Distributed Differentiable Architecture Search.

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

Pattern Recognit. Lett., December, 2023

Exploring deep neural network differentiable architecture design. (Optimisation automatique des architectures de réseaux de neurones profonds via un objectif différentiable).

Alexandre Heuillet

PhD thesis, 2023

NASiam: Efficient Representation Learning using Neural Architecture Search for Siamese Networks.

Alexandre Heuillet, Hedi Tabia, Hichem Arioui

Proceedings of the International Neural Network Society Workshop on Deep Learning Innovations and Applications, 2023

Automated Siamese Network Design for Image Similarity Computation.

Alexandre Heuillet, Hedi Tabia, Hichem Arioui

Proceedings of the 20th International Conference on Content-based Multimedia Indexing, 2023

2022

Collective eXplainable AI: Explaining Cooperative Strategies and Agent Contribution in Multiagent Reinforcement Learning With Shapley Values.

Alexandre Heuillet, Fabien Couthouis, Natalia Díaz Rodríguez

IEEE Comput. Intell. Mag., 2022

2021

Explainability in deep reinforcement learning.

Alexandre Heuillet, Fabien Couthouis, Natalia Díaz Rodríguez

Knowl. Based Syst., 2021