Keywords:
Publications of Ronan Collobert sorted by journal and type
| 1 | 2 |
Journal of Machine Learning Research
| Natural Language Processing (Almost) from Scratch, , , , , and , in: Journal of Machine Learning Research, 12:2493-2537, 2011 |
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| SVMTorch: Support Vector Machines for Large-Scale Regression Problems, and , in: Journal of Machine Learning Research, 1, 2001 |
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Machine Learning
| Introduction to the Special Issue on Learning Semantics, , , , , and , in: Machine Learning, 2013 |
[DOI] |
Neural Computation
| A Parallel Mixture of SVMs for Very Large Scale Problems, , and , in: Neural Computation, 14(05), 2002 |
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Speech Communication
| End-to-End Acoustic Modeling using Convolutional Neural Networks for HMM-based Automatic Speech Recognition, , and , in: Speech Communication, 108:15--32, 2019 |
[DOI] |
Computational Linguistics and Intelligent Text Processing (2015)
| Rehabilitation of Count-based Models for Word Vector Representations, and , in: Computational Linguistics and Intelligent Text Processing, pages 417-429, Springer International Publishing, 2015 |
In Neural Networks: Tricks of the Trade (2012)
| Deep Learning via Semi-Supervised Embedding, , , and , in: In Neural Networks: Tricks of the Trade, Springer, 2012 |
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Neural Networks: Tricks of the Trade (2012)
| Implementing Neural Networks Efficiently, , and , in: Neural Networks: Tricks of the Trade, Springer, 2012 |
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Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (2016)
| Deep Neural Networks for Syntactic Parsing of Morphologically Rich Languages, and , in: Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016 |
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Proceedings of the ACL 1st Conference on Machine Translation (2016)
| Neural Network-based Word Alignment through Score Aggregation, , and , in: Proceedings of the ACL 1st Conference on Machine Translation, 2016 |
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Proceedings of the 12th Workshop on Multiword Expressions (2016)
| Phrase Representations for Multiword Expressions, and , in: Proceedings of the 12th Workshop on Multiword Expressions, 2016 |
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Proceedings of Interspeech (2015)
| Analysis of CNN-based Speech Recognition System using Raw Speech as Input, , and , in: Proceedings of Interspeech, ISCA, Dresden, pages 11-15, ISCA, 2015 |
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International Conference on Acoustics, Speech and Signal Procecssing (2015)
| Convolutional Neural Networks-based Continuous Speech Recognition using Raw Speech Signal, , and , in: International Conference on Acoustics, Speech and Signal Procecssing, IEEE, South Brisbane, QLD, pages 4295 - 4299, IEEE, 2015 |
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Computer Vision and Patter Recognition (CVPR) (2015)
| From Image-level to Pixel-level Labeling with Convolutional Networks, and , in: Computer Vision and Patter Recognition (CVPR), Boston, MA, pages 1713-1721, IEEE, 2015 |
[DOI] [URL] |
Proceedings of ICLR 2015 (2015)
| Joint RNN-Based Greedy Parsing and Word Composition, and , in: Proceedings of ICLR 2015, 2015 |
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Advances in Neural Information Processing Systems (2015)
| Learning to Segments Objects Candidates, , and , in: Advances in Neural Information Processing Systems, Montreal, Canada, pages 1990-1998, Curran Associates, Inc., 2015 |
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International Conference on Learning Representations (2015)
| N-gram-Based Low-Dimensional Representation for Document Classification, and , in: International Conference on Learning Representations, 2015 |
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International Conference on Machine Learning (ICML) (2015)
| Phrase-based Image Captioning, , and , in: International Conference on Machine Learning (ICML), Lille, France, pages 2085–2094, JMLR, 2015 |
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Global Conference on Signal and Information Processing (2014)
| Joint Phoneme Segmentation Inference and Classification using CRFs, , and , in: Global Conference on Signal and Information Processing, Atlanta, GA, pages 587 - 591, IEEE, 2014 |
[DOI] |
31st International Conference on Machine Learning (ICML) (2014)
| Recurrent Convolutional Neural Networks for Scene Labeling, and , in: 31st International Conference on Machine Learning (ICML), Beijing, China, pages 82-90, JMLR, 2014 |
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Proceedings of ECML 2014 (2014)
| Recurrent Greedy Parsing with Neural Networks, and , in: Proceedings of ECML 2014, pages 130-144, Springer Berlin Heidelberg, 2014 |
[DOI] |
14th Conference of the European Chapter of the Association for Computational Linguistics (2014)
| Word Embeddings through Hellinger PCA, and , in: 14th Conference of the European Chapter of the Association for Computational Linguistics, 2014 |
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Proceedings of Interspeech (2013)
| Estimating Phoneme Class Conditional Probabilities from Raw Speech Signal using Convolutional Neural Networks, , and , in: Proceedings of Interspeech, 2013 |
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Mining and Learning with Graphs (2013)
| Learning to Rank on Network Data, , and , in: Mining and Learning with Graphs, 2013 |
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International Conference on Artificial Intelligence and Statistics (2011)
| Deep Learning for Efficient Discriminative Parsing, , in: International Conference on Artificial Intelligence and Statistics, 2011 |
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Conference on Artificial Intelligence (2011)
| Learning Structured Embeddings of Knowledge Bases, , , and , in: Conference on Artificial Intelligence, 2011 |
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BigLearn, NIPS Workshop (2011)
| Torch7: A Matlab-like Environment for Machine Learning, , and , in: BigLearn, NIPS Workshop, 2011 |
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{IEEE} International Conference on Acoustic, Speech, and Signal Processing, {ICASSP} (2004)
| A Gentle Hessian for Efficient Gradient Descent, and , in: IEEE International Conference on Acoustic, Speech, and Signal Processing, ICASSP, 2004 |
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International Conference on Machine Learning, {ICML} (2004)
| Links Between Perceptrons, MLPs and SVMs, and , in: International Conference on Machine Learning, ICML, 2004 |
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{P}roceedings of the 2003 {IEEE} International {C}onference on {M}ultimedia & Expo ({ICME}-03) (2003)
| Speech & Face Based Biometric Authentication at IDIAP, , , , , , , and , in: Proceedings of the 2003 IEEE International Conference on Multimedia & Expo (ICME-03), 2003 |
Advances in Neural Information Processing Systems, {NIPS} 14 (2002)
| A Parallel Mixture of SVMs for Very Large Scale Problems, , and , in: Advances in Neural Information Processing Systems, NIPS 14, MIT Press, 2002 |
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International Workshop on Pattern Recognition with Support Vector Machines, {SVM}'2002 (2002)
| Scaling Large Learning Problems with Hard Parallel Mixtures, , and , in: International Workshop on Pattern Recognition with Support Vector Machines, SVM'2002, 2002 |
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Computer Vision - ECCV 2016 (2016)
| Learning to Refine Object Segments, , , and , in: Computer Vision - ECCV 2016, Amsterdam, pages 75-91, Springer, 2016 |
[DOI] [URL] |
Publications of type Phdthesis
2004
| Large Scale Machine Learning, , Université de Paris VI, 2004 |
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| 1 | 2 |