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Piotr Bojanowski

WILLOW, LIENS

Emerging Properties in Self-Supervised Vision Transformers


Apr 29, 2021
Mathilde Caron, Hugo Touvron, Ishan Misra, Hervé Jégou, Julien Mairal, Piotr Bojanowski, Armand Joulin

* 21 pages 

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Semi-Supervised Learning of Visual Features by Non-Parametrically Predicting View Assignments with Support Samples


Apr 28, 2021
Mahmoud Assran, Mathilde Caron, Ishan Misra, Piotr Bojanowski, Armand Joulin, Nicolas Ballas, Michael Rabbat


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Self-supervised Pretraining of Visual Features in the Wild


Mar 05, 2021
Priya Goyal, Mathilde Caron, Benjamin Lefaudeux, Min Xu, Pengchao Wang, Vivek Pai, Mannat Singh, Vitaliy Liptchinsky, Ishan Misra, Armand Joulin, Piotr Bojanowski


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Memory-Augmented Reinforcement Learning for Image-Goal Navigation


Jan 13, 2021
Lina Mezghani, Sainbayar Sukhbaatar, Thibaut Lavril, Oleksandr Maksymets, Dhruv Batra, Piotr Bojanowski, Karteek Alahari


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Unsupervised Learning of Visual Features by Contrasting Cluster Assignments


Jul 17, 2020
Mathilde Caron, Ishan Misra, Julien Mairal, Priya Goyal, Piotr Bojanowski, Armand Joulin


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Learning to Visually Navigate in Photorealistic Environments Without any Supervision


Apr 10, 2020
Lina Mezghani, Sainbayar Sukhbaatar, Arthur Szlam, Armand Joulin, Piotr Bojanowski


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Pruning Convolutional Neural Networks with Self-Supervision


Jan 10, 2020
Mathilde Caron, Ari Morcos, Piotr Bojanowski, Julien Mairal, Armand Joulin


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Updating Pre-trained Word Vectors and Text Classifiers using Monolingual Alignment


Oct 15, 2019
Piotr Bojanowski, Onur Celebi, Tomas Mikolov, Edouard Grave, Armand Joulin


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Misspelling Oblivious Word Embeddings


May 23, 2019
Bora Edizel, Aleksandra Piktus, Piotr Bojanowski, Rui Ferreira, Edouard Grave, Fabrizio Silvestri

* 9 Pages 

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Adaptive Attention Span in Transformers


May 19, 2019
Sainbayar Sukhbaatar, Edouard Grave, Piotr Bojanowski, Armand Joulin

* Accepted to ACL 2019 

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Leveraging Large-Scale Uncurated Data for Unsupervised Pre-training of Visual Features


May 03, 2019
Mathilde Caron, Piotr Bojanowski, Julien Mairal, Armand Joulin


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Loss in Translation: Learning Bilingual Word Mapping with a Retrieval Criterion


Sep 05, 2018
Armand Joulin, Piotr Bojanowski, Tomas Mikolov, Herve Jegou, Edouard Grave


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Deep Clustering for Unsupervised Learning of Visual Features


Jul 15, 2018
Mathilde Caron, Piotr Bojanowski, Armand Joulin, Matthijs Douze

* Accepted at ECCV 2018 

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Colorless green recurrent networks dream hierarchically


Mar 29, 2018
Kristina Gulordava, Piotr Bojanowski, Edouard Grave, Tal Linzen, Marco Baroni

* Accepted to NAACL 2018 

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Learning Word Vectors for 157 Languages


Mar 28, 2018
Edouard Grave, Piotr Bojanowski, Prakhar Gupta, Armand Joulin, Tomas Mikolov

* Accepted to LREC 

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Advances in Pre-Training Distributed Word Representations


Dec 26, 2017
Tomas Mikolov, Edouard Grave, Piotr Bojanowski, Christian Puhrsch, Armand Joulin


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Fast Linear Model for Knowledge Graph Embeddings


Oct 30, 2017
Armand Joulin, Edouard Grave, Piotr Bojanowski, Maximilian Nickel, Tomas Mikolov

* Submitted AKBC 2017 

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Learning from Video and Text via Large-Scale Discriminative Clustering


Jul 27, 2017
Antoine Miech, Jean-Baptiste Alayrac, Piotr Bojanowski, Ivan Laptev, Josef Sivic

* To appear in ICCV 2017 

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Optimizing the Latent Space of Generative Networks


Jul 18, 2017
Piotr Bojanowski, Armand Joulin, David Lopez-Paz, Arthur Szlam


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Enriching Word Vectors with Subword Information


Jun 19, 2017
Piotr Bojanowski, Edouard Grave, Armand Joulin, Tomas Mikolov

* Accepted to TACL. The two first authors contributed equally 

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Parseval Networks: Improving Robustness to Adversarial Examples


May 02, 2017
Moustapha Cisse, Piotr Bojanowski, Edouard Grave, Yann Dauphin, Nicolas Usunier

* submitted 

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Unsupervised Learning by Predicting Noise


Apr 18, 2017
Piotr Bojanowski, Armand Joulin


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FastText.zip: Compressing text classification models


Dec 12, 2016
Armand Joulin, Edouard Grave, Piotr Bojanowski, Matthijs Douze, Hérve Jégou, Tomas Mikolov

* Submitted to ICLR 2017 

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Bag of Tricks for Efficient Text Classification


Aug 09, 2016
Armand Joulin, Edouard Grave, Piotr Bojanowski, Tomas Mikolov


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Unsupervised Learning from Narrated Instruction Videos


Jun 28, 2016
Jean-Baptiste Alayrac, Piotr Bojanowski, Nishant Agrawal, Josef Sivic, Ivan Laptev, Simon Lacoste-Julien

* Appears in: 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2016). 21 pages 

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Weakly-Supervised Alignment of Video With Text


Dec 21, 2015
Piotr Bojanowski, Rémi Lajugie, Edouard Grave, Francis Bach, Ivan Laptev, Jean Ponce, Cordelia Schmid

* ICCV 2015 - IEEE International Conference on Computer Vision, Dec 2015, Santiago, Chile 

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Alternative structures for character-level RNNs


Nov 24, 2015
Piotr Bojanowski, Armand Joulin, Tomas Mikolov

* First revision. Updated Table 3, extended Sec. 5.3 and added a paragraph to the conclusion, 

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Semidefinite and Spectral Relaxations for Multi-Label Classification


Jun 05, 2015
Rémi Lajugie, Piotr Bojanowski, Sylvain Arlot, Francis Bach


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