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A Neural Tangent Kernel Perspective of GANs


Jun 10, 2021
Jean-Yves Franceschi, Emmanuel de Bézenac, Ibrahim Ayed, Mickaël Chen, Sylvain Lamprier, Patrick Gallinari


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Data-QuestEval: A Referenceless Metric for Data to Text Semantic Evaluation


Apr 15, 2021
Clément Rebuffel, Thomas Scialom, Laure Soulier, Benjamin Piwowarski, Sylvain Lamprier, Jacopo Staiano, Geoffrey Scoutheeten, Patrick Gallinari


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QuestEval: Summarization Asks for Fact-based Evaluation


Apr 09, 2021
Thomas Scialom, Paul-Alexis Dray, Patrick Gallinari, Sylvain Lamprier, Benjamin Piwowarski, Jacopo Staiano, Alex Wang

* project page: https://github.com/recitalAI/QuestEval 

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Improving Robustness of Deep Reinforcement Learning Agents: Environment Attacks based on Critic Networks


Apr 07, 2021
Lucas Schott, Manon Césaire, Hatem Hajri, Sylvain Lamprier


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SAFEval: Summarization Asks for Fact-based Evaluation


Mar 23, 2021
Thomas Scialom, Paul-Alexis Dray, Patrick Gallinari, Sylvain Lamprier, Benjamin Piwowarski, Jacopo Staiano, Alex Wang

* project page: https://github.com/recitalAI/QuestEval 

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Stochastic sparse adversarial attacks


Nov 24, 2020
Hatem Hajri, Manon Césaire, Théo Combey, Sylvain Lamprier, Patrick Gallinari

* 19 pages 

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Learning Unbiased Representations via Rényi Minimization


Sep 07, 2020
Vincent Grari, Oualid El Hajouji, Sylvain Lamprier, Marcin Detyniecki

* 23 pages, 4 figures 

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Adversarial Learning for Counterfactual Fairness


Aug 30, 2020
Vincent Grari, Sylvain Lamprier, Marcin Detyniecki

* 11 pages, 5 figures 

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PDE-Driven Spatiotemporal Disentanglement


Aug 04, 2020
Jérémie Donà, Jean-Yves Franceschi, Sylvain Lamprier, Patrick Gallinari


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ColdGANs: Taming Language GANs with Cautious Sampling Strategies


Jun 08, 2020
Thomas Scialom, Paul-Alexis Dray, Sylvain Lamprier, Benjamin Piwowarski, Jacopo Staiano


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MLSUM: The Multilingual Summarization Corpus


Apr 30, 2020
Thomas Scialom, Paul-Alexis Dray, Sylvain Lamprier, Benjamin Piwowarski, Jacopo Staiano


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Discriminative Adversarial Search for Abstractive Summarization


Feb 24, 2020
Thomas Scialom, Paul-Alexis Dray, Sylvain Lamprier, Benjamin Piwowarski, Jacopo Staiano


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Stochastic Latent Residual Video Prediction


Feb 21, 2020
Jean-Yves Franceschi, Edouard Delasalles, Mickaël Chen, Sylvain Lamprier, Patrick Gallinari


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Fair Adversarial Gradient Tree Boosting


Nov 18, 2019
Vincent Grari, Boris Ruf, Sylvain Lamprier, Marcin Detyniecki


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Fairness-Aware Neural Réyni Minimization for Continuous Features


Nov 12, 2019
Vincent Grari, Boris Ruf, Sylvain Lamprier, Marcin Detyniecki


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Learning Dynamic Author Representations with Temporal Language Models


Sep 11, 2019
Edouard Delasalles, Sylvain Lamprier, Ludovic Denoyer

* International Conference on Data Mining, ICDM 2019 

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Answers Unite! Unsupervised Metrics for Reinforced Summarization Models


Sep 04, 2019
Thomas Scialom, Sylvain Lamprier, Benjamin Piwowarski, Jacopo Staiano

* Accepted at EMNLP 2019 

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A Variational Topological Neural Model for Cascade-based Diffusion in Networks


Dec 28, 2018
Sylvain Lamprier


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Parameterized Neural Network Language Models for Information Retrieval


Oct 06, 2015
Benjamin Piwowarski, Sylvain Lamprier, Nicolas Despres


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Learning Information Spread in Content Networks


Feb 02, 2014
Cédric Lagnier, Simon Bourigault, Sylvain Lamprier, Ludovic Denoyer, Patrick Gallinari

* 4 pages 

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