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Thomas LUCAS - Home

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PhD student
Member THOTH Team, INRIA Rhone-Alpes, Grenoble, France

INRIA Rhone-Alpes
655 Avenue de l'Europe
38330 Montbonnot
France
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firstname.lastname@inria.fr

I am a final year PhD student at Inria, under Jakob Verbeek's supervision (defense scheduled in September). My work centers around generative models of natural images. Here is my CV .



Publications

Publications HAL de lucas de cordelia,schmid;corentin,tallec;jakob,verbeek du labo/EPI 2398;44942
titre
Adaptive Density Estimation for Generative Models
auteur
Thomas Lucas, Konstantin Shmelkov, Cordelia Schmid, Karteek Alahari, Jakob Verbeek
article
NeurIPS 2019 - Thirty-third Conference on Neural Information Processing Systems, Dec 2019, Vancouver, Canada. pp.11993-12003
Accès au texte intégral et bibtex
https://hal.science/hal-01886285/file/main.pdf BibTex
titre
Auxiliary Guided Autoregressive Variational Autoencoders
auteur
Thomas Lucas, Jakob Verbeek
article
ECML-PKDD 2018 - European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Sep 2018, Dublin, Ireland. pp.443-458, ⟨10.1007/978-3-030-10925-7_27⟩
Accès au texte intégral et bibtex
https://inria.hal.science/hal-01652881/file/paper_ecml.pdf BibTex
titre
Mixed batches and symmetric discriminators for GAN training
auteur
Thomas Lucas, Corentin Tallec, Jakob Verbeek, Yann Ollivier
article
ICML - 35th International Conference on Machine Learning, Jul 2018, Stockholm, Sweden. pp.2844-2853
Accès au texte intégral et bibtex
https://inria.hal.science/hal-01791126/file/mixed_batches_sym_disc_for_gans_with_ack%20%281%29.pdf BibTex
titre
Areas of Attention for Image Captioning
auteur
Marco Pedersoli, Thomas Lucas, Cordelia Schmid, Jakob Verbeek
article
ICCV - International Conference on Computer Vision, Oct 2017, Venice, Italy. pp.1251-1259, ⟨10.1109/ICCV.2017.140⟩
Accès au texte intégral et bibtex
https://inria.hal.science/hal-01428963/file/pedersoli17iccv.pdf BibTex