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Diane Bouchacourt
Diane Bouchacourt
Facebook AI Research
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Multi-level variational autoencoder: Learning disentangled representations from grouped observations
D Bouchacourt, R Tomioka, S Nowozin
Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018
2302018
How agents see things: On visual representations in an emergent language game
D Bouchacourt, M Baroni
arXiv preprint arXiv:1808.10696, 2018
662018
A benchmark for systematic generalization in grounded language understanding
L Ruis, J Andreas, M Baroni, D Bouchacourt, BM Lake
Advances in neural information processing systems 33, 19861-19872, 2020
652020
Disco nets: Dissimilarity coefficients networks
D Bouchacourt, PK Mudigonda, S Nowozin
Advances in Neural Information Processing Systems 29, 2016
542016
Permutation equivariant models for compositional generalization in language
J Gordon, D Lopez-Paz, M Baroni, D Bouchacourt
International Conference on Learning Representations, 2019
532019
Compositionality and generalization in emergent languages
R Chaabouni, E Kharitonov, D Bouchacourt, E Dupoux, M Baroni
arXiv preprint arXiv:2004.09124, 2020
482020
EGG: a toolkit for research on Emergence of lanGuage in Games
E Kharitonov, R Chaabouni, D Bouchacourt, M Baroni
arXiv preprint arXiv:1907.00852, 2019
362019
Centralized predictive routing using delay predictability measurements
JP Vasseur, G Mermoud, D Bouchacourt
US Patent 9,736,056, 2017
272017
Probing technique for predictive routing in computer networks
G Mermoud, JP Vasseur, D Bouchacourt
US Patent 9,722,905, 2017
252017
Entropy minimization in emergent languages
E Kharitonov, R Chaabouni, D Bouchacourt, M Baroni
International Conference on Machine Learning, 5220-5230, 2020
152020
Educe: Explaining model decisions through unsupervised concepts extraction
D Bouchacourt, L Denoyer
arXiv preprint arXiv:1905.11852, 2019
152019
Distributed predictive routing using delay predictability measurements
JP Vasseur, G Mermoud, D Bouchacourt
US Patent 9,525,617, 2016
152016
Miss Tools and Mr Fruit: Emergent communication in agents learning about object affordances
D Bouchacourt, M Baroni
arXiv preprint arXiv:1905.11871, 2019
112019
Hierarchical hybrid batch-incremental learning
G Mermoud, JP Vasseur, D Bouchacourt
US Patent 9,547,828, 2017
112017
Think before you act: A simple baseline for compositional generalization
C Heinze-Deml, D Bouchacourt
arXiv preprint arXiv:2009.13962, 2020
62020
Data compression system
S Nowozin, R Tomioka, D Bouchacourt
US Patent 10,158,859, 2018
62018
Task-oriented learning of structured probability distributions
D Bouchacourt
University of Oxford, 2017
62017
Entropy-based latent structured output prediction
D Bouchacourt, S Nowozin, MP Kumar
Proceedings of the IEEE International Conference on Computer Vision, 2920-2928, 2015
62015
Mastering emergent language: learning to guide in simulated navigation
M Mul, D Bouchacourt, E Bruni
arXiv preprint arXiv:1908.05135, 2019
42019
Grounding inductive biases in natural images: invariance stems from variations in data
D Bouchacourt, M Ibrahim, A Morcos
Advances in Neural Information Processing Systems 34, 19566-19579, 2021
32021
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