Armand Joulin
Armand Joulin
Research Scientist, Facebook AI Research
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Enriching word vectors with subword information
P Bojanowski, E Grave, A Joulin, T Mikolov
Transactions of the Association for Computational Linguistics 5, 135--146, 2017
52122017
Bag of tricks for efficient text classification
A Joulin, E Grave, P Bojanowski, T Mikolov
Proceedings of the 15th Conference of the European Chapter of the …, 2017
26252017
Towards ai-complete question answering: A set of prerequisite toy tasks
J Weston, A Bordes, S Chopra, AM Rush, B van Merriënboer, A Joulin, ...
arXiv preprint arXiv:1502.05698, 2015
8512015
Deep fragment embeddings for bidirectional image sentence mapping
A Karpathy, A Joulin, L Fei Fei
Advances in neural information processing systems, 1889-1897, 2014
6922014
Learning word vectors for 157 languages
E Grave, P Bojanowski, P Gupta, A Joulin, T Mikolov
Proceedings of Language Resources and Evaluation Conference (LREC), 2018
6592018
Advances in pre-training distributed word representations
T Mikolov, E Grave, P Bojanowski, C Puhrsch, A Joulin
Proceedings of Language Resources and Evaluation Conference (LREC), 2018
6242018
Deep clustering for unsupervised learning of visual features
M Caron, P Bojanowski, A Joulin, M Douze
Proceedings of the European Conference on Computer Vision (ECCV), 132-149, 2018
5752018
FastText.zip: Compressing text classification models
A Joulin, E Grave, P Bojanowski, M Douze, H Jégou, T Mikolov
arXiv preprint arXiv:1612.03651, 2016
4942016
Discriminative clustering for image co-segmentation
A Joulin, F Bach, J Ponce
Proceedings of the Conference on Computer Vision and Pattern Recognition …, 2010
4902010
Unsupervised joint object discovery and segmentation in internet images
M Rubinstein, A Joulin, J Kopf, C Liu
Proceedings of the Conference on Computer Vision and Pattern Recognition …, 2013
3442013
Inferring algorithmic patterns with stack-augmented recurrent nets
A Joulin, T Mikolov
Advances in Neural Information Processing Systems, 190-198, 2015
3242015
Multi-Class Cosegmentation
A Joulin, F Bach, J Ponce
Proceedings of the Conference on Computer Vision and Pattern Recognition (CVPR), 2012
3052012
A Graph-matching Kernel for Object Categorization
O Duchenne, A Joulin, J Ponce
Proceedings of the International Conference in Computer Vision (ICCV), 2011
2612011
Learning longer memory in recurrent neural networks
T Mikolov, A Joulin, S Chopra, M Mathieu, MA Ranzato
arXiv preprint arXiv:1412.7753, 2014
2242014
Clusterpath An Algorithm for Clustering using Convex Fusion Penalties
TD Hocking, A Joulin, F Bach, JP Vert
Proceedings of the International Conference on Machine Learning (ICML), 2011
2172011
Revisiting visual question answering baselines
A Jabri, A Joulin, L Van Der Maaten
European conference on computer vision, 727-739, 2016
2132016
Improving Neural Language Models with a Continuous Cache
E Grave, A Joulin, N Usunier
International Conference on Learning Representations (ICLR), 2017
1982017
Learning visual features from large weakly supervised data
A Joulin, L Van Der Maaten, A Jabri, N Vasilache
European Conference on Computer Vision, 67-84, 2016
1942016
Optimizing the latent space of generative networks
P Bojanowski, A Joulin, D Lopez-Paz, A Szlam
Proceedings of the International Conference on Machine Learning (ICML), 2018
1882018
Efficient softmax approximation for GPUs
E Grave, A Joulin, M Cissé, D Grangier, H Jégou
Proceedings of the International Conference on Machine Learning (ICML), 1302 …, 2017
179*2017
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