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Piotr Bojanowski
Piotr Bojanowski
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Title
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Year
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
133492017
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
65252017
Emerging properties in self-supervised vision transformers
M Caron, H Touvron, I Misra, H Jégou, J Mairal, P Bojanowski, A Joulin
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021
56922021
Unsupervised learning of visual features by contrasting cluster assignments
M Caron, I Misra, J Mairal, P Goyal, P Bojanowski, A Joulin
Advances in Neural Information Processing Systems 33, 2020
43012020
Deep Clustering for Unsupervised Learning of Visual Features
M Caron, P Bojanowski, A Joulin, M Douze
European Conference on Computer Vision, 2018
33822018
DINOv2: Learning Robust Visual Features without Supervision
M Oquab, T Darcet, T Moutakanni, H Vo, M Szafraniec, V Khalidov, ...
Transactions on Machine Learning Research, 2024
2341*2024
Learning Word Vectors for 157 Languages
E Grave, P Bojanowski, P Gupta, A Joulin, T Mikolov
Proceedings of the 11th International Conference on Language Resources and …, 2018
19562018
Advances in Pre-Training Distributed Word Representations
T Mikolov, E Grave, P Bojanowski, C Puhrsch, A Joulin
Proceedings of the 11th International Conference on Language Resources and …, 2018
18362018
FastText. zip: Compressing text classification models
A Joulin, E Grave, P Bojanowski, M Douze, H Jégou, T Mikolov
arXiv preprint arXiv:1612.03651, 2016
17702016
Parseval networks: Improving robustness to adversarial examples
M Cisse, P Bojanowski, E Grave, Y Dauphin, N Usunier
Proceedings of the 34th International Conference on Machine Learning, 2017
9202017
ResMLP: Feedforward networks for image classification with data-efficient training
H Touvron, P Bojanowski, M Caron, M Cord, A El-Nouby, E Grave, ...
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2022
787*2022
Unsupervised Dense Information Retrieval with Contrastive Learning
G Izacard, M Caron, L Hosseini, S Riedel, P Bojanowski, A Joulin, ...
Transactions on Machine Learning Research, 2022
721*2022
Colorless green recurrent networks dream hierarchically
K Gulordava, P Bojanowski, E Grave, T Linzen, M Baroni
Proceedings of the 2018 Conference of the North American Chapter of the …, 2018
6532018
Xcit: Cross-covariance image transformers
A Ali, H Touvron, M Caron, P Bojanowski, M Douze, A Joulin, I Laptev, ...
Advances in Neural Information Processing Systems 34, 2021
5602021
Optimizing the Latent Space of Generative Networks
P Bojanowski, A Joulin, D Lopez-Paz, A Szlam
Proceedings of the 35th International Conference on Machine Learning, 2018
5162018
Loss in Translation: Learning Bilingual Word Mapping with a Retrieval Criterion
A Joulin, P Bojanowski, T Mikolov, H Jégou, E Grave
Proceedings of the 2018 Conference on Empirical Methods in Natural Language …, 2018
3772018
Unsupervised Learning from Narrated Instruction Videos
JB Alayrac, P Bojanowski, N Agrawal, J Sivic, I Laptev, S Lacoste-Julien
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2016
3642016
Unsupervised Learning by Predicting Noise
P Bojanowski, A Joulin
Proceedings of the 34th International Conference on Machine Learning, 2017
3522017
Unsupervised pre-training of image features on non-curated data
M Caron, P Bojanowski, J Mairal, A Joulin
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2019
3452019
Masked Siamese Networks for Label-Efficient Learning
M Assran, M Caron, I Misra, P Bojanowski, F Bordes, P Vincent, A Joulin, ...
European Conference on Computer Vision, 2022
3322022
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