About
Discord Stateoftheart AI
GitHub

Publications

65

Cited by

14156

Armand Joulin

artificial intelligencemachine learningcomputer vision
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United States

Papers and Citations

1 - 50
Enriching word vectors with subword information
2017
Armand Joulin
Tomas Mikolov
Piotr Bojanowski
+1
Cited by 5984
Bag of tricks for efficient text classification
2016
Tomas Mikolov
Armand Joulin
Piotr Bojanowski
+1
Cited by 2392
Towards ai-complete question answering: A set of prerequisite toy tasks
2015
Alexander M. Rush
Sumit Chopra
Tomas Mikolov
+4
Cited by 881
Learning word vectors for 157 languages
2018
Piotr Bojanowski
Edouard Grave
Prakhar Gupta
+2
Cited by 795
Deep clustering for unsupervised learning of visual features
2018
Piotr Bojanowski
Armand Joulin
Mathilde Caron
+1
Cited by 778
Deep fragment embeddings for bidirectional image sentence mapping
2014
Armand Joulin
Li Fei-Fei
Andrej Karpathy
Cited by 762
Advances in pre-training distributed word representations
2017
Armand Joulin
Edouard Grave
Christian Puhrsch
+2
Cited by 755
Discriminative clustering for image co-segmentation
2010
Armand Joulin
Jean Ponce
Francis Bach
Cited by 483
Fasttext. zip: Compressing text classification models
2016
Armand Joulin
Piotr Bojanowski
Tomas Mikolov
+3
Cited by 419
Unsupervised joint object discovery and segmentation in internet images
2013
Ce Liu
Armand Joulin
Michael Rubinstein
+1
Cited by 333
Inferring Algorithmic Patterns with Stack-Augmented Recurrent Nets
2015
Armand Joulin
Tomas Mikolov
Cited by 306
Multi-Class Cosegmentation
2012
Armand Joulin
Francis Bach
Jean Ponce
Cited by 301
A Graph-matching Kernel for Object Categorization
2011
Armand Joulin
Olivier Duchenne
Jean Ponce
Cited by 257
Learning longer memory in recurrent neural networks
2014
Michael Mathieu
Sumit Chopra
Marc'Aurelio Ranzato
+2
Cited by 238
Learning visual features from large weakly supervised data
2016
Nicolas Vasilache
Laurens van der Maaten
Allan Jabri
+2
Cited by 219
Optimizing the latent space of generative networks
2018
Arthur Szlam
Armand Joulin
Piotr Bojanowski
+2
Cited by 214
Clusterpath an algorithm for clustering using convex fusion penalties
2011
Toby Dylan Hocking
Jean-Philippe Vert
Francis Bach
+1
Cited by 209
Revisiting visual question answering baselines
2016
Armand Joulin
Allan Jabri
Laurens van der Maaten
Cited by 206
Efficient softmax approximation for GPUs
2017
Moustapha Cissé
Armand Joulin
Edouard Grave
+3
Cited by 199
Improving neural language models with a continuous cache
2016
Edouard Grave
Usunier Nicolas
Armand Joulin
Cited by 187
Unsupervised learning of visual features by contrasting cluster assignments
2020
Julien Mairal
Priya Goyal
Piotr Bojanowski
+3
Cited by 179
Unsupervised learning by predicting noise
2017
Armand Joulin
Piotr Bojanowski
Cited by 170
Efficient image and video co-localization with frank-wolfe algorithm
2014
Kevin Tang
Li Fei-Fei
Armand Joulin
Cited by 169
Co-localization in real-world images
2014
Kevin Tang
Armand Joulin
Li Fei-Fei
+1
Cited by 169
Loss in Translation: Learning Bilingual Word Mapping with a Retrieval Criterion
2018
Edouard Grave
Hervé Jégou
Armand Joulin
+2
Cited by 151
Reducing transformer depth on demand with structured dropout
2019
Armand Joulin
Angela Fan
Edouard Grave
Cited by 128
A roadmap towards machine intelligence
2016
Marco Baroni
Armand Joulin
Tomas Mikolov
Cited by 115
Linking people in videos with “their” names using coreference resolution
2014
Li Fei-Fei
Percy Liang
Vignesh Ramanathan
+1
Cited by 108
Learning simple algorithms from examples
2016
Rob Fergus
Armand Joulin
Tomas Mikolov
+1
Cited by 95
Unsupervised pre-training of image features on non-curated data
2019
Piotr Bojanowski
Armand Joulin
Mathilde Caron
+1
Cited by 87
Unsupervised alignment of embeddings with wasserstein procrustes
2019
Quentin Berthet
Edouard Grave
Armand Joulin
Cited by 84
Ccnet: Extracting high quality monolingual datasets from web crawl data
2019
Guillaume Wenzek
Francisco (Paco) Guzmán
Armand Joulin
+4
Cited by 64
A convex relaxation for weakly supervised classifiers
2012
Armand Joulin
Francis Bach
Cited by 53
Alternative structures for character-level RNNs
2015
Tomas Mikolov
Armand Joulin
Piotr Bojanowski
Cited by 52
Unsupervised pretraining transfers well across languages
2020
Emmanuel Dupoux
Morgane Riviere
M Rivière
+3
Cited by 51
Variable computation in recurrent neural networks
2016
Edouard Grave
Tomas Mikolov
Yacine Jernite
+1
Cited by 48
And the bit goes down: Revisiting the quantization of neural networks
2020
Rémi Gribonval
Hervé Jégou
Benjamin Graham
+2
Cited by 46
Efficient large-scale multi-modal classification
2018
Edouard Grave
Tomas Mikolov
Armand Joulin
+1
Cited by 41
Unsupervised hyperalignment for multilingual word embeddings
2018
Edouard Grave
Marco Cuturi
Armand Joulin
+1
Cited by 36
Unbounded cache model for online language modeling with open vocabulary
2017
Armand Joulin
Edouard Grave
MM Cisse
Cited by 30
Learning visual n-grams from web data
2017
Ang Li
Laurens van der Maaten
Allan Jabri
+2
Cited by 29
Augmenting self-attention with persistent memory
2019
Sainbayar Sukhbaatar
Guillaume Lample
Armand Joulin
+3
Cited by 27
Fast linear model for knowledge graph embeddings
2017
Edouard Grave
Maximilian Nickel
Armand Joulin
+2
Cited by 26
Efficient Optimization for Discriminative Latent Class Models
2010
Jean Ponce
Francis Bach
Armand Joulin
Cited by 19
Ccmatrix: Mining billions of high-quality parallel sentences on the web
2019
Holger Schwenk
Edouard Grave
Sergey Edunov
+2
Cited by 19
Cooperative learning of disjoint syntax and semantics
2019
Armand Joulin
Serhii Havrylov
Germán Kruszewski
Cited by 17
Libri-light: A benchmark for asr with limited or no supervision
2020
Abdelrahman Mohamed
Tatiana Likhomanenko
Ronan Collobert
+12
Cited by 14
Recovering Stereo Pairs from Anaglyphs
2013
Armand Joulin
Sing Bing Kang
Cited by 13
CommAI: Evaluating the first steps towards a useful general AI
2017
Klemen Simonic
Allan Jabri
Tomas Mikolov
+4
Cited by 13
Pruning convolutional neural networks with self-supervision
2020
Ari S. Morcos
Armand Joulin
Mathilde Caron
+2
Cited by 9