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Feature-wise transformations

 Vincent Dumoulin , Ethan Perez , Harm Vries , Florian Strub , Nathan Schucher , et al.
Distill, 2018, 3 (7), ⟨10.23915/distill.00011⟩
Article dans une revue hal-01841985v1

Self-Educated Language Agent With Hindsight Experience Replay For Instruction Following

 Geoffrey Cideron , Mathieu Seurin , Florian Strub , Olivier Pietquin
2019
Pré-publication, Document de travail hal-02386585v1
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Hybrid Collaborative Filtering with Autoencoders

 Florian Strub , Jérémie Mary , Romaric Gaudel
2016
Pré-publication, Document de travail hal-01281794v3
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Visual Reasoning with Multi-hop Feature Modulation

 Florian Strub , Mathieu Seurin , Ethan Perez , Harm de Vries , Jérémie Mary , et al.
ECCV 2018 - 15th European Conference on Computer Vision, Sep 2018, Munich, Germany. pp.808-831
Communication dans un congrès hal-01927811v1

Deep Reinforcement Learning and the Deadly Triad

 Hado van Hasselt , Yotam Doron , Florian Strub , Matteo Hessel , Nicolas Sonnerat , et al.
2018
Pré-publication, Document de travail hal-01949304v1
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GuessWhat?! Visual object discovery through multi-modal dialogue

 Harm de Vries , Florian Strub , Sarath Chandar , Olivier Pietquin , Hugo Larochelle , et al.
Conference on Computer Vision and Pattern Recognition, Jul 2017, Honolulu, United States
Communication dans un congrès hal-01549641v1
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Collaborative Filtering with Stacked Denoising AutoEncoders and Sparse Inputs

 Florian Strub , Jérémie Mary , Preux Philippe
NIPS Workshop on Machine Learning for eCommerce, Dec 2015, Montreal, Canada
Communication dans un congrès hal-01256422v2
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End-to-end optimization of goal-driven and visually grounded dialogue systems Harm de Vries

 Florian Strub , Harm de Vries , Jeremie Mary , Bilal Piot , Aaron Courville , et al.
International Joint Conference on Artificial Intelligence, Aug 2017, Melbourne, Australia
Communication dans un congrès hal-01549642v1
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On the role of population heterogeneity in emergent communication

 Mathieu Rita , Florian Strub , Jean-Bastien Grill , Olivier Pietquin , Emmanuel Dupoux
ICLP 2022 - Tenth International Conference on Learning Representations, Apr 2022, Los Angeles, United States
Communication dans un congrès hal-03830500v1
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Modulating early visual processing by language

 Harm de Vries , Florian Strub , Jérémie Mary , Hugo Larochelle , Olivier Pietquin , et al.
NIPS 2017 - Conference on Neural Information Processing Systems, Dec 2017, Long Beach, United States. pp.1-14
Communication dans un congrès hal-01648683v1

HoME: a Household Multimodal Environment

 Simon Brodeur , Ethan Perez , Ankesh Anand , Florian Golemo , Luca Celotti , et al.
NIPS 2017's Visually-Grounded Interaction and Language Workshop, Dec 2017, Long Beach, United States
Communication dans un congrès hal-01653037v1

Filtrage Collaboratif Hybride avec des Auto-encodeurs

 Florian Strub , Jérémie Mary , Romaric Gaudel
Conférence francophone sur l'Apprentissage Automatique (CAp'16), Jul 2016, Marseille, France
Communication dans un congrès hal-01406432v1

Learning Visual Reasoning Without Strong Priors

 Ethan Perez , Harm de Vries , Florian Strub , Vincent Dumoulin , Aaron Courville
ICML 2017's Machine Learning in Speech and Language Processing Workshop, Aug 2017, Sidney, France
Communication dans un congrès hal-01648684v1
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Hybrid Recommender System based on Autoencoders

 Florian Strub , Romaric Gaudel , Jérémie Mary
the 1st Workshop on Deep Learning for Recommender Systems, Sep 2016, Boston, United States. pp.11 - 16, ⟨10.1145/2988450.2988456⟩
Communication dans un congrès hal-01336912v2
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Bootstrap Your Own Latent: A new approach to self-supervised learning

 Jean-Bastien Grill , Florian Strub , Florent Altché , Corentin Tallec , Pierre H Richemond , et al.
Neural Information Processing Systems, 2020, Montréal, Canada
Communication dans un congrès hal-02869787v2

Accurate reconstruction of EBSD datasets by a multimodal data approach using an evolutionary algorithm

 Florian Strub , Marie-Agathe Charpagne , Tresa M. Pollock
2019
Pré-publication, Document de travail hal-02062104v1
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The Monte Carlo Transformer: a stochastic self-attention model for sequence prediction

 Alice Martin , Charles Ollion , Florian Strub , Sylvain Le Corff , Olivier Pietquin
2020
Pré-publication, Document de travail hal-02896961v2
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HIGhER: Improving instruction following with Hindsight Generation for Experience Replay

 Geoffrey Cideron , Mathieu Seurin , Florian Strub , Olivier Pietquin
ADPRL 2020 - IEEE SSCI Conference on Adaptive Dynamic Programming and Reinforcement Learning, Dec 2020, Camberra / Virtual, Australia
Communication dans un congrès hal-03123981v1

FiLM: Visual Reasoning with a General Conditioning Layer

 Ethan Perez , Florian Strub , Harm de Vries , Vincent Dumoulin , Aaron Courville
AAAI Conference on Artificial Intelligence, Feb 2018, New Orleans, United States
Communication dans un congrès hal-01648685v1
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A Machine of Few Words Interactive Speaker Recognition with Reinforcement Learning

 Mathieu Seurin , Florian Strub , Philippe Preux , Olivier Pietquin
Conference of the International Speech Communication Association (INTERSPEECH), Oct 2020, Shanghai, China. ⟨10.21437/Interspeech.2020-2892⟩
Communication dans un congrès hal-03123999v1
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Multimodal and Interactive Models for Visually Grounded Language Learning

 Florian Strub
Neural and Evolutionary Computing [cs.NE]. Université de Lille; École doctorale, ED SPI 074 : Sciences pour l'Ingénieur, 2020. English. ⟨NNT : ⟩
Thèse tel-03018038v1

Accurate reconstruction of EBSD datasets by a multimodal data approach using an evolutionary algorithm

 Marie-Agathe Charpagne , Florian Strub , Tresa M. Pollock
Materials Characterization, 2019, 150, pp.184-198. ⟨10.1016/j.matchar.2019.01.033⟩
Article dans une revue hal-02062098v1
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Learning Nash Equilibrium for General-Sum Markov Games from Batch Data

 Julien Pérolat , Florian Strub , Bilal Piot , Olivier Pietquin
AISTATS 2017 - The 20th International Conference on Artificial Intelligence and Statistics, Apr 2017, Fort Lauderdale, United States. pp.1-14
Communication dans un congrès hal-01648489v1
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