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Piotr Bojanowski

WILLOW, LIENS

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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Weakly Supervised Action Labeling in Videos Under Ordering Constraints

Jul 04, 2014
Piotr Bojanowski, Rémi Lajugie, Francis Bach, Ivan Laptev, Jean Ponce, Cordelia Schmid, Josef Sivic

* 17 pages, completed version of a ECCV2014 conference paper 

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