Quélennec, Aël

3 publications

ICLR 2026 Study of Training Dynamics for Memory-Constrained Fine-Tuning Aël Quélennec, Nour Hezbri, Pavlo Mozharovskyi, Van-Tam Nguyen, Enzo Tartaglione

ICML 2025 Beyond Low-Rank Decomposition: A Shortcut Approach for Efficient On-Device Learning Le-Trung Nguyen, Aël Quélennec, Van-Tam Nguyen, Enzo Tartaglione

NeurIPS 2024 Activation mAP Compression Through Tensor Decomposition for Deep Learning Le-Trung Nguyen, Aël Quélennec, Enzo Tartaglione, Samuel Tardieu, Van-Tam Nguyen