Ronan Collobert

According to our database1, Ronan Collobert authored at least 71 papers between 2001 and 2018.

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Bibliography

2018
End-to-End Speech Recognition From the Raw Waveform.
CoRR, 2018

End-to-End Speech Recognition from the Raw Waveform.
Proceedings of the Interspeech 2018, 2018

2017
Letter-Based Speech Recognition with Gated ConvNets.
CoRR, 2017

2016
Learning to Refine Object Segments.
CoRR, 2016

Neural Network-based Word Alignment through Score Aggregation.
CoRR, 2016

Wav2Letter: an End-to-End ConvNet-based Speech Recognition System.
CoRR, 2016

Neural Network-based Word Alignment through Score Aggregation.
Proceedings of the First Conference on Machine Translation, 2016

Phrase Representations for Multiword Expressions.
Proceedings of the 12th Workshop on Multiword Expressions, 2016

Jointly Learning to Locate and Classify Words Using Convolutional Networks.
Proceedings of the Interspeech 2016, 2016

Learning to Refine Object Segments.
Proceedings of the Computer Vision - ECCV 2016, 2016

ProNet: Learning to Propose Object-Specific Boxes for Cascaded Neural Networks.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Deep Neural Networks for Syntactic Parsing of Morphologically Rich Languages.
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

2015
ProNet: Learning to Propose Object-specific Boxes for Cascaded Neural Networks.
CoRR, 2015

Learning to Segment Object Candidates.
CoRR, 2015

Phrase-based Image Captioning.
CoRR, 2015

"The Sum of Its Parts": Joint Learning of Word and Phrase Representations with Autoencoders.
CoRR, 2015

Learning to Segment Object Candidates.
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

Analysis of CNN-based speech recognition system using raw speech as input.
Proceedings of the INTERSPEECH 2015, 2015

Phrase-based Image Captioning.
Proceedings of the 32nd International Conference on Machine Learning, 2015

Convolutional Neural Networks-based continuous speech recognition using raw speech signal.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

From image-level to pixel-level labeling with Convolutional Networks.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Rehabilitation of Count-Based Models for Word Vector Representations.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2015

2014
Introduction to the special issue on learning semantics.
Machine Learning, 2014

Video (language) modeling: a baseline for generative models of natural videos.
CoRR, 2014

Weakly Supervised Semantic Segmentation with Convolutional Networks.
CoRR, 2014

Learning linearly separable features for speech recognition using convolutional neural networks.
CoRR, 2014

Joint RNN-Based Greedy Parsing and Word Composition.
CoRR, 2014

Simple Image Description Generator via a Linear Phrase-Based Approach.
CoRR, 2014

N-gram-Based Low-Dimensional Representation for Document Classification.
CoRR, 2014

Rehabilitation of Count-based Models for Word Vector Representations.
CoRR, 2014

Recurrent Greedy Parsing with Neural Networks.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2014

Recurrent Convolutional Neural Networks for Scene Labeling.
Proceedings of the 31th International Conference on Machine Learning, 2014

Joint phoneme segmentation inference and classification using CRFs.
Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014

Deep Learning for Character-Based Information Extraction.
Proceedings of the Advances in Information Retrieval, 2014

Word Embeddings through Hellinger PCA.
Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics, 2014

2013
Estimating Phoneme Class Conditional Probabilities from Raw Speech Signal using Convolutional Neural Networks
CoRR, 2013

Recurrent Convolutional Neural Networks for Scene Parsing.
CoRR, 2013

End-to-end Phoneme Sequence Recognition using Convolutional Neural Networks.
CoRR, 2013

Estimating phoneme class conditional probabilities from raw speech signal using convolutional neural networks.
Proceedings of the INTERSPEECH 2013, 2013

2012
Deep Learning via Semi-supervised Embedding.
Proceedings of the Neural Networks: Tricks of the Trade - Second Edition, 2012

Implementing Neural Networks Efficiently.
Proceedings of the Neural Networks: Tricks of the Trade - Second Edition, 2012

2011
Natural Language Processing (Almost) from Scratch.
Journal of Machine Learning Research, 2011

Deep Learning for Efficient Discriminative Parsing.
Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics, 2011

Natural Language Processing (almost) from Scratch
CoRR, 2011

Learning Structured Embeddings of Knowledge Bases.
Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011

2010
Towards Understanding Situated Natural Language.
Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics, 2010

Half Transductive Ranking.
Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics, 2010

Learning to rank with (a lot of) word features.
Inf. Retr., 2010

Semi-supervised Abstraction-Augmented String Kernel for Multi-level Bio-Relation Extraction.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2010

2009
Polynomial Semantic Indexing.
Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009

Deep learning from temporal coherence in video.
Proceedings of the 26th Annual International Conference on Machine Learning, 2009

Curriculum learning.
Proceedings of the 26th Annual International Conference on Machine Learning, 2009

Semi-Supervised Sequence Labeling with Self-Learned Features.
Proceedings of the ICDM 2009, 2009

Supervised Semantic Indexing.
Proceedings of the Advances in Information Retrieval, 2009

Combining labeled and unlabeled data with word-class distribution learning.
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

Supervised semantic indexing.
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

2008
Deep learning via semi-supervised embedding.
Proceedings of the Machine Learning, 2008

Large scale manifold transduction.
Proceedings of the Machine Learning, 2008

A unified architecture for natural language processing: deep neural networks with multitask learning.
Proceedings of the Machine Learning, 2008

2007
Fast Semantic Extraction Using a Novel Neural Network Architecture.
Proceedings of the ACL 2007, 2007

2006
Large Scale Transductive SVMs.
Journal of Machine Learning Research, 2006

Inference with the Universum.
Proceedings of the Machine Learning, 2006

Trading convexity for scalability.
Proceedings of the Machine Learning, 2006

2004
Links between perceptrons, MLPs and SVMs.
Proceedings of the Machine Learning, 2004

A gentle Hessian for efficient gradient descent.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

2003
Scaling Large Learning Problems with Hard Parallel Mixtures.
IJPRAI, 2003

Speech & face based biometric authentication at IDIAP.
Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003

2002
A Parallel Mixture of SVMs for Very Large Scale Problems.
Neural Computation, 2002

Scaling Large Learning Problems with Hard Parallel Mixtures.
Proceedings of the Pattern Recognition with Support Vector Machines, 2002

2001
SVMTorch: Support Vector Machines for Large-Scale Regression Problems.
Journal of Machine Learning Research, 2001

A Parallel Mixture of SVMs for Very Large Scale Problems.
Proceedings of the Advances in Neural Information Processing Systems 14 [Neural Information Processing Systems: Natural and Synthetic, 2001


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