Multimodal and Interactive Models for Visually Grounded Language Learning. (Développement de modèles multimodaux intéractifs pour l'apprentissage du language dans des environnements visuels).

[BibT_eX]

[DOI]

Florian Strub

PhD thesis, 2020

BYOL works even without batch statistics.

[BibT_eX]

[DOI]

CoRR, 2020

The Monte Carlo Transformer: a stochastic self-attention model for sequence prediction.

[BibT_eX]

[DOI]

CoRR, 2020

HIGhER: Improving instruction following with Hindsight Generation for Experience Replay.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020

Bootstrap Your Own Latent - A New Approach to Self-Supervised Learning.

[BibT_eX]

[DOI]

Mohammad Gheshlaghi Azar

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

A Machine of Few Words: Interactive Speaker Recognition with Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the Interspeech 2020, 2020

Countering Language Drift with Seeded Iterated Learning.

[BibT_eX]

[DOI]

Proceedings of the 37th International Conference on Machine Learning, 2020

Supervised Seeded Iterated Learning for Interactive Language Learning.

[BibT_eX]

[DOI]

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

2019

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

[BibT_eX]

[DOI]

Marie-Agathe Charpagne

Florian Strub

Tresa M. Pollock

CoRR, 2019

Correction of Electron Back-scattered Diffraction datasets using an evolutionary algorithm.

[BibT_eX]

[DOI]

Florian Strub

Marie-Agathe Charpagne

Tresa M. Pollock

CoRR, 2019

Self-Educated Language Agent with Hindsight Experience Replay for Instruction Following.

[BibT_eX]

[DOI]

Proceedings of the Visually Grounded Interaction and Language (ViGIL), 2019

2018

Deep Reinforcement Learning and the Deadly Triad.

[BibT_eX]

[DOI]

CoRR, 2018

HoME: a Household Multimodal Environment.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Learning Representations, 2018

Visual Reasoning with Multi-hop Feature Modulation.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018, 2018

FiLM: Visual Reasoning with a General Conditioning Layer.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Learning Visual Reasoning Without Strong Priors.

[BibT_eX]

[DOI]

CoRR, 2017

Modulating early visual processing by language.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

End-to-end optimization of goal-driven and visually grounded dialogue systems.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

GuessWhat?! Visual Object Discovery through Multi-modal Dialogue.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Learning Nash Equilibrium for General-Sum Markov Games from Batch Data.

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, 2017

2016

Hybrid Collaborative Filtering with Neural Networks.

[BibT_eX]

[DOI]

Florian Strub

Jérémie Mary

Romaric Gaudel

CoRR, 2016

Hybrid Recommender System based on Autoencoders.

[BibT_eX]

[DOI]

Florian Strub

Romaric Gaudel

Jérémie Mary

Proceedings of the 1st Workshop on Deep Learning for Recommender Systems, 2016

Florian Strub

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