Armand Joulin

Proceedings of the 8th International Conference on Learning Representations, 2020

Unsupervised Pretraining Transfers Well Across Languages.

[BibT_eX]

[DOI]

Morgane Rivière

Pierre-Emmanuel Mazaré

Emmanuel Dupoux

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Libri-Light: A Benchmark for ASR with Limited or No Supervision.

[BibT_eX]

[DOI]

Pierre-Emmanuel Mazaré

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Target Conditioning for One-to-Many Generation.

[BibT_eX]

[DOI]

Marie-Anne Lachaux

Guillaume Lample

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

2019

CCMatrix: Mining Billions of High-Quality Parallel Sentences on the WEB.

[BibT_eX]

[DOI]

CoRR, 2019

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

[BibT_eX]

[DOI]

CoRR, 2019

Why Build an Assistant in Minecraft?

[BibT_eX]

[DOI]

CoRR, 2019

Augmenting Self-attention with Persistent Memory.

[BibT_eX]

[DOI]

CoRR, 2019

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

[BibT_eX]

[DOI]

CoRR, 2019

Cooperative Learning of Disjoint Syntax and Semantics.

[BibT_eX]

[DOI]

Serhii Havrylov

Germán Kruszewski

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Unsupervised Hyper-alignment for Multilingual Word Embeddings.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Learning Representations, 2019

Unsupervised Pre-Training of Image Features on Non-Curated Data.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Unsupervised Alignment of Embeddings with Wasserstein Procrustes.

[BibT_eX]

[DOI]

Quentin Berthet

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

Adaptive Attention Span in Transformers.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Training Hybrid Language Models by Marginalizing over Segmentations.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

Unsupervised Hyperalignment for Multilingual Word Embeddings.

[BibT_eX]

[DOI]

CoRR, 2018

Improving Supervised Bilingual Mapping of Word Embeddings.

[BibT_eX]

[DOI]

CoRR, 2018

Advances in Pre-Training Distributed Word Representations.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

Learning Word Vectors for 157 Languages.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

Optimizing the Latent Space of Generative Networks.

[BibT_eX]

[DOI]

Proceedings of the 35th International Conference on Machine Learning, 2018

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

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Deep Clustering for Unsupervised Learning of Visual Features.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018, 2018

Efficient Large-Scale Multi-Modal Classification.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Enriching Word Vectors with Subword Information.

[BibT_eX]

[DOI]

Trans. Assoc. Comput. Linguistics, 2017

Unbounded cache model for online language modeling with open vocabulary.

[BibT_eX]

[DOI]

Moustapha Cissé

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Efficient softmax approximation for GPUs.

[BibT_eX]

[DOI]

Proceedings of the 34th International Conference on Machine Learning, 2017

Unsupervised Learning by Predicting Noise.

[BibT_eX]

[DOI]

Piotr Bojanowski

Proceedings of the 34th International Conference on Machine Learning, 2017

Variable Computation in Recurrent Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 5th International Conference on Learning Representations, 2017

Improving Neural Language Models with a Continuous Cache.

[BibT_eX]

[DOI]

Nicolas Usunier

Proceedings of the 5th International Conference on Learning Representations, 2017

CommAI: Evaluating the first steps towards a useful general AI.

[BibT_eX]

[DOI]

Proceedings of the 5th International Conference on Learning Representations, 2017

Learning Visual N-Grams from Web Data.

[BibT_eX]

[DOI]

Ang Li

Allan Jabri

Laurens van der Maaten

Proceedings of the IEEE International Conference on Computer Vision, 2017

Bag of Tricks for Efficient Text Classification.

[BibT_eX]

[DOI]

Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017

Fast Linear Model for Knowledge Graph Embeddings.

[BibT_eX]

Proceedings of the 6th Workshop on Automated Knowledge Base Construction, 2017

2016

FastText.zip: Compressing text classification models.

[BibT_eX]

[DOI]

CoRR, 2016

Learning Simple Algorithms from Examples.

[BibT_eX]

[DOI]

Proceedings of the 33nd International Conference on Machine Learning, 2016

Learning Visual Features from Large Weakly Supervised Data.

[BibT_eX]

[DOI]

Laurens van der Maaten

Allan Jabri

Nicolas Vasilache

Proceedings of the Computer Vision - ECCV 2016, 2016

Revisiting Visual Question Answering Baselines.

[BibT_eX]

[DOI]

Allan Jabri

Laurens van der Maaten

Proceedings of the Computer Vision - ECCV 2016, 2016

A Roadmap Towards Machine Intelligence.

[BibT_eX]

[DOI]

Tomás Mikolov

Marco Baroni

Proceedings of the Computational Linguistics and Intelligent Text Processing, 2016

2015

Learning Longer Memory in Recurrent Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 3rd International Conference on Learning Representations, 2015

Alternative structures for character-level RNNs.

[BibT_eX]

[DOI]

Piotr Bojanowski

Tomás Mikolov

CoRR, 2015

Inferring Algorithmic Patterns with Stack-Augmented Recurrent Nets.

[BibT_eX]

[DOI]

Tomás Mikolov

Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

2014

Deep Fragment Embeddings for Bidirectional Image Sentence Mapping.

[BibT_eX]

[DOI]

Andrej Karpathy

Li Fei-Fei

Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

Linking People in Videos with "Their" Names Using Coreference Resolution.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2014, 2014

Efficient Image and Video Co-localization with Frank-Wolfe Algorithm.

[BibT_eX]

[DOI]

Kevin D. Tang

Li Fei-Fei

Proceedings of the Computer Vision - ECCV 2014, 2014

Co-localization in Real-World Images.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013

TRECVID 2013 GENIE: Multimedia Event Detection and Recounting.

[BibT_eX]

[DOI]

Proceedings of the 2013 TREC Video Retrieval Evaluation, 2013

Unsupervised Joint Object Discovery and Segmentation in Internet Images.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Recovering Stereo Pairs from Anaglyphs.

[BibT_eX]

[DOI]

Sing Bing Kang

Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012

Convex optimization for cosegmentation. (Optimization convexe pour cosegmentation).

[BibT_eX]

[DOI]

PhD thesis, 2012

A convex relaxation for weakly supervised classifiers.

[BibT_eX]

[DOI]

Proceedings of the 29th International Conference on Machine Learning, 2012

Multi-class cosegmentation.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

2011

Clusterpath: an Algorithm for Clustering using Convex Fusion Penalties.

[BibT_eX]

[DOI]

Proceedings of the 28th International Conference on Machine Learning, 2011

A graph-matching kernel for object categorization.

[BibT_eX]

[DOI]

Olivier Duchenne

Proceedings of the IEEE International Conference on Computer Vision, 2011

2010

Efficient Optimization for Discriminative Latent Class Models.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010

Discriminative clustering for image co-segmentation.

[BibT_eX]

[DOI]