Aël Quélennec

1. Activation Map Compression through Tensor Decomposition for Deep Learning
   2024/11/10 by Thi To Loan Nguyen, Nguyen, Le-Trung, Aël Quélennec +7 · 3 citations
   Computer Science · Mathematics · #Computational Physics and Python Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques #Tensor decomposition and applications
2. Beyond Low-rank Decomposition: A Shortcut Approach for Efficient On-Device Learning
   2025/05/08 by Thi To Loan Nguyen, Nguyen, Le-Trung, Aël Quélennec +5 · 4 citations
   Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Machine Learning (cs.LG) #Stochastic Gradient Optimization Techniques