About
Discord Stateoftheart AI
GitHub

Publications

131

Cited by

26824

Ronan Collobert

machine learning
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United States

Papers and Citations

1 - 50
Natural language processing (almost) from scratch
2011
Michael Karlen
Leon Bottou
Ronan Collobert
+4
Cited by 7485
A unified architecture for natural language processing: Deep neural networks with multitask learning
2008
Jason Weston
Ronan Collobert
Cited by 5641
Curriculum learning
2009
Jerome Louradour
Yoshua Bengio
Jason Weston
+1
Cited by 2872
Torch7: A matlab-like environment for machine learning
2011
koray kavukcuoglu
Clement Farabet
Ronan Collobert
Cited by 1621
SVMTorch: Support vector machines for large-scale regression problems
2001
Samy Bengio
Ronan Collobert
Cited by 1131
Deep learning via semi-supervised embedding
2012
Ronan Collobert
Jason Weston
Hossein Mobahi
+1
Cited by 1013
Recurrent convolutional neural networks for scene labeling
2014
Ronan Collobert
Pedro O. Pinheiro
Cited by 806
Learning structured embeddings of knowledge bases
2011
Ronan Collobert
Yoshua Bengio
Jason Weston
+1
Cited by 728
Learning to refine object segments
2016
Tsung-Yi Lin
Piotr Dollár
Ronan Collobert
+1
Cited by 624
Learning to segment object candidates
2015
Piotr Dollár
Pedro O. Pinheiro
Ronan Collobert
Cited by 584
Torch: a modular machine learning software library
2002
Ronan Collobert
Samy Bengio
J Mariéthoz
Cited by 535
Large scale transductive SVMs
2006
Ronan Collobert
Fabian Sinz
Leon Bottou
+1
Cited by 515
A parallel mixture of SVMs for very large scale problems
2002
Yoshua Bengio
Ronan Collobert
Samy Bengio
Cited by 471
From image-level to pixel-level labeling with convolutional networks
2015
Pedro O. Pinheiro
Ronan Collobert
Cited by 455
Trading convexity for scalability
2006
Ronan Collobert
Jason Weston
Fabian Sinz
+1
Cited by 366
Deep learning from temporal coherence in video
2009
Ronan Collobert
Hossein Mobahi
Jason Weston
Cited by 341
Video (language) modeling: a baseline for generative models of natural videos
2014
Joan Bruna
Marc'Aurelio Ranzato
Ronan Collobert
+3
Cited by 323
Links between perceptrons, MLPs and SVMs
2004
Samy Bengio
Ronan Collobert
Cited by 297
Word emdeddings through hellinger pca
2013
Rémi Lebret
Ronan Collobert
Cited by 287
Deep learning for efficient discriminative parsing
2011
Ronan Collobert
Cited by 218
Analysis of cnn-based speech recognition system using raw speech as input
2015
Dimitri Palaz
Ronan Collobert
Cited by 194
Wav2letter: an end-to-end convnet-based speech recognition system
2016
Ronan Collobert
Christian Puhrsch
Gabriel Synnaeve
Cited by 194
Inference with the universum
2006
Jason Weston
Leon Bottou
Ronan Collobert
+2
Cited by 167
Estimating phoneme class conditional probabilities from raw speech signal using convolutional neural networks
2013
Mathew Magimai Doss
Ronan Collobert
Dimitri Palaz
Cited by 164
Convolutional neural networks-based continuous speech recognition using raw speech signal
2015
Mathew Magimai Doss
Dimitri Palaz
Ronan Collobert
Cited by 135
Learning to rank with (a lot of) word features
2010
Kilian Weinberger
David Grangier
Yanjun Qi
+5
Cited by 131
Deep Learning in Natural Language Processing
2009
Ronan Collobert
Jason Weston
Cited by 131
Supervised semantic indexing
2009
Yanjun Qi
David Grangier
Ronan Collobert
+5
Cited by 106
Phrase-based image captioning
2015
Rémi Lebret
Ronan Collobert
Pedro O. Pinheiro
Cited by 106
Deep convolutional networks for scene parsing
2009
David Grangier
Leon Bottou
Ronan Collobert
Cited by 103
Fast semantic extraction using a novel neural network architecture
2007
Jason Weston
Ronan Collobert
Cited by 82
End-to-end asr: from supervised to semi-supervised learning with modern architectures
2019
Vineel Pratap
Tatiana Likhomanenko
Anuroop Sriram
+6
Cited by 77
wav2vec: Unsupervised pre-training for speech recognition
2019
Ronan Collobert
Michael Auli
Steffen Schneider
+1
Cited by 67
Large scale application of neural network based semantic role labeling for automated relation extraction from biomedical texts
2009
Ronan Collobert
Jason Weston
Werner Mewes
+2
Cited by 65
End-to-end speech recognition from the raw waveform
2018
Ronan Collobert
Emmanuel Dupoux
Gabriel Synnaeve
+3
Cited by 63
Fully convolutional speech recognition
2018
Usunier Nicolas
Qiantong Xu
Ronan Collobert
+4
Cited by 61
Rehabilitation of count-based models for word vector representations
2015
Ronan Collobert
Rémi Lebret
Cited by 59
Polynomial semantic indexing
2009
Corinna Cortes
Mehryar Mohri
David Grangier
+5
Cited by 58
Wav2letter++: A fast open-source speech recognition system
2019
Awni Hannun
Vineel Pratap
Jacob Kahn
+5
Cited by 56
Large scale manifold transduction
2008
Ayse Naz Erkan
Jason Weston
Ronan Collobert
+1
Cited by 56
Pronet: Learning to propose object-specific boxes for cascaded neural networks
2016
Manohar Paluri
Chen Sun
Lubomir Bourdev
+2
Cited by 54
wav2letter++: The fastest open-source speech recognition system
2018
Jacob Kahn
Ronan Collobert
Vineel Pratap
+5
Cited by 52
Sequence-to-sequence speech recognition with time-depth separable convolutions
2019
Awni Hannun
Ronan Collobert
A Lee
+1
Cited by 52
Support vector machines for large-scale regression problems
2000
Ronan Collobert
Samy Bengio
Cited by 49
Scaling large learning problems with hard parallel mixtures
2003
Ronan Collobert
Yoshua Bengio
Samy Bengio
Cited by 43
Weakly supervised semantic segmentation with convolutional networks
2015
Ronan Collobert
Pedro O. Pinheiro
Cited by 42
Towards understanding situated natural language
2010
Usunier Nicolas
Ronan Collobert
Antoine Bordes
+1
Cited by 42
Deep neural networks and methods for using same
2013
Jason Weston
Ronan Collobert
Cited by 38
End-to-end acoustic modeling using convolutional neural networks for HMM-based automatic speech recognition
2019
Dimitri Palaz
Mathew Magimai Doss
Ronan Collobert
Cited by 37
Large scale machine learning
2004
Ronan Collobert
Cited by 37