23 citations · 33 across the 5 of their papers we have counts for
5 papers
Systolic Arrays and Structured Pruning Co-design for Efficient Transformers in Edge Systems
Pedro Palacios, Rafael Medina, Jean-Luc Rouas +2
Efficient deployment of resource-intensive transformers on edge devices necessitates cross-stack optimization. We thus study the interrelation between structured pruning and systol…
Conditioning LLMs with Emotion in Neural Machine Translation
Charles Brazier, Jean-Luc Rouas
Large Language Models (LLMs) have shown remarkable performance in Natural Language Processing tasks, including Machine Translation (MT). In this work, we propose a novel MT pipelin…
Usefulness of Emotional Prosody in Neural Machine Translation
Charles Brazier, Jean-Luc Rouas
Neural Machine Translation (NMT) is the task of translating a text from one language to another with the use of a trained neural network. Several existing works aim at incorporatin…
End-to-End Speech Recognition: A review for the French Language
Florian Boyer, Jean-Luc Rouas
Recently, end-to-end ASR based either on sequence-to-sequence networks or on the CTC objective function gained a lot of interest from the community, achieving competitive results o…
Regularized Optimal Transport and the Rot Mover's Distance
Arnaud Dessein, Nicolas Papadakis, Jean-Luc Rouas
This paper presents a unified framework for smooth convex regularization of discrete optimal transport problems. In this context, the regularized optimal transport turns out to be…