252 citations
- Nantes UniversitéFR43 papers
- Centre National de la Recherche ScientifiqueFR40 papers
- Laboratoire des Sciences du Numérique de NantesFR25 papers
- Tsinghua UniversityCN8 papers
- Laboratoire de Mathématiques Jean LerayFR6 papers
- Institut de Recherche en Génie Civil et MécaniqueFR5 papers
- CentraleSupélecFR3 papers
- Commissariat à l'Énergie Atomique et aux Énergies AlternativesFR3 papers
- Heidelberg UniversityDE3 papers
- Institut national de recherche en sciences et technologies du numériqueFR3 papers
- Sorbonne UniversitéFR3 papers
- Technical University of MunichDE3 papers
4 papers · 1 filter
An Empirical Analysis of Discrete Unit Representations in Speech Language Modeling Pre-training
Yanis Labrak, Richard Dufour, Mickaël Rouvier
This paper investigates discrete unit representations in Speech Language Models (SLMs), focusing on optimizing speech modeling during continual pre-training. In this paper, we syst…
An Analysis of Datasets, Metrics and Models in Keyphrase Generation
Florian Boudin, Akiko Aizawa
Keyphrase generation refers to the task of producing a set of words or phrases that summarises the content of a document. Continuous efforts have been dedicated to this task over t…
3D Can Be Explored In 2D: Pseudo-Label Generation for LiDAR Point Clouds Using Sensor-Intensity-Based 2D Semantic Segmentation
Andrew Caunes, Thierry Chateau, Vincent Frémont
Semantic segmentation of 3D LiDAR point clouds, essential for autonomous driving and infrastructure management, is best achieved by supervised learning, which demands extensive ann…
Adaptive parameters identification for nonlinear dynamics using deep permutation invariant networks
Mouad Elaarabi, Domenico Borzacchiello, Yves Le Guennec +2
The promising outcomes of dynamical system identification techniques, such as SINDy [Brunton et al. 2016], highlight their advantages in providing qualitative interpretability and…