Alexandre Heuillet

13 papers C 1Journal 10Unranked 1

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	DARIO: Differentiable Vision Transformer Pruning With Low-Cost Proxies. IEEE J. Sel. Top. Signal Process. Haozhe Sun, Alexandre Heuillet, Felix Mohr, Hedi Tabia
2024	J	`jnl`	Efficient Automation of Neural Network Design: A Survey on Differentiable Neural Architecture Search. ACM Comput. Surv. Alexandre Heuillet, Ahmad Nasser, Hichem Arioui, Hedi Tabia
2023	C	`conf`	Automated Siamese Network Design for Image Similarity Computation. CBMI Alexandre Heuillet, Hedi Tabia, Hichem Arioui
2023	J	`jnl`	D-DARTS: Distributed Differentiable Architecture Search. Pattern Recognit. Lett. Alexandre Heuillet, Hedi Tabia, Hichem Arioui, Kamal Youcef-Toumi
2023	J	`jnl`	Efficient Automation of Neural Network Design: A Survey on Differentiable Neural Architecture Search. CoRR Alexandre Heuillet, Ahmad Nasser, Hichem Arioui, Hedi Tabia
2023	—	`—`	Exploring deep neural network differentiable architecture design. (Optimisation automatique des architectures de réseaux de neurones profonds via un objectif différentiable). Alexandre Heuillet
2023	—	`conf`	NASiam: Efficient Representation Learning using Neural Architecture Search for Siamese Networks. INNS DLIA@IJCNN Alexandre Heuillet, Hedi Tabia, Hichem Arioui
2023	J	`jnl`	NASiam: Efficient Representation Learning using Neural Architecture Search for Siamese Networks. CoRR Alexandre Heuillet, Hedi Tabia, Hichem Arioui
2022	J	`jnl`	Collective eXplainable AI: Explaining Cooperative Strategies and Agent Contribution in Multiagent Reinforcement Learning With Shapley Values. IEEE Comput. Intell. Mag. Alexandre Heuillet, Fabien Couthouis, Natalia Díaz Rodríguez
2021	J	`jnl`	Collective eXplainable AI: Explaining Cooperative Strategies and Agent Contribution in Multiagent Reinforcement Learning with Shapley Values. CoRR Alexandre Heuillet, Fabien Couthouis, Natalia Díaz Rodríguez
2021	J	`jnl`	D-DARTS: Distributed Differentiable Architecture Search. CoRR Alexandre Heuillet, Hedi Tabia, Hichem Arioui, Kamal Youcef-Toumi
2021	J	`jnl`	Explainability in deep reinforcement learning. Knowl. Based Syst. Alexandre Heuillet, Fabien Couthouis, Natalia Díaz Rodríguez
2020	J	`jnl`	Explainability in Deep Reinforcement Learning. CoRR Alexandre Heuillet, Fabien Couthouis, Natalia Díaz Rodríguez