Aël Quélennec

According to our database, Aël Quélennec authored at least 3 papers between 2024 and 2025.

Collaborative distances:

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

2025

Beyond Low-rank Decomposition: A Shortcut Approach for Efficient On-Device Learning.

Le-Trung Nguyen, Aël Quélennec, Van-Tam Nguyen, Enzo Tartaglione

CoRR, May, 2025

2024

Towards On-Device Learning on the Edge: Ways to Select Neurons to Update Under a Budget Constraint.

Aël Quélennec, Enzo Tartaglione, Pavlo Mozharovskyi, Van-Tam Nguyen

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, 2024

Activation Map Compression through Tensor Decomposition for Deep Learning.

Le-Trung Nguyen, Aël Quélennec, Enzo Tartaglione, Samuel Tardieu, Van-Tam Nguyen

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024