Vincent GUIGUE

LIP6
...
  • Senior Lecturer
  • LIP6 - Laboratoire d'Informatique de Paris 6
  • vincent.guigue@sorbonne-universite.fr
  • Open link
    http://www-connex.lip6.fr/~guigue/wikihomepage/pmwiki.php
  • Communities
    Mathematics, Computer Science & Robotics
  • Expertise
    Deep learning
    Machine learning
    Natural language processing
    Recommender systems

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