GUIGUE Vincent

Senior Lecturer

[email protected]

http://www-connex.lip6.fr/~guigue/wikihomepage/pmwiki.php

Laboratoire d’Informatique de Paris 6 LIP6 (UMR 7606)

Expertise

Discover the specialized technical skills and disciplinary affiliations of our members, who represent the federated communities of the Arts & Humanities, Science & Engineering, and Medicine within the Sorbonne University Alliance.

Communities

Mathematics, Computer Science & Robotics

Skills

Deep learning, Machine learning, Natural language processing, Recommender systems

Activities

Overview the professional milestones, academic responsibilities, and international collaborations that drive our center’s double ambition to excel in both research and education.

Responsibilities

Head of the data-sciences and teaching track (Master of Computer Science, DAC track)

Selected publications

- Perrine Cribier-Delande, Raphaël Puget, Camille Noûs, Vincent Guigue and Ludovic Denoyer. Attention mechanism on disentangled contextual factor representations for time series generation. in CAp 2020.

- Perrine Cribier-Delande, Raphaël Puget, Vincent Guigue, Ludovic Denoyer. Time series prediction & generation from disentangled latent factors: new opportunities for smart cities. in ITSC 2020.

- Bruno Taillé, Vincent Guigue and Patrick Gallinari. Contextualized Embeddings in Named-Entity Recognition: An Empirical Study on Generalization. in ECIR 2020.

- Clara Gainon de Forsan de Gabriac, Vincent Guigue, Patrick Gallinari. Resume: A Robust Framework for Professional Profile Learning & Evaluation. in: ESANN 2020.

- Perrine Cribier-Delande, Raphaël Puget, Vincent Guigue, Ludovic Denoyer. Time Series Prediction using Disentangled Latent Factors. in: ESANN 2020.

Industrial collaborations

Thalès, Renault, BNP