Keywords:
Publications of Ronan Collobert sorted by journal and type
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Publications of type Idiap-RR
2016
| End-to-End Acoustic Modeling using Convolutional Neural Networks for Automatic Speech Recognition, , and , Idiap-RR-18-2016 |
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| Twitter Sentiment Analysis (Almost) from Scratch, , and , Idiap-RR-15-2016 |
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2015
| "The Sum of Its Parts": Joint Learning of Word and Phrase Representations with Autoencoders, and , Idiap-RR-21-2015 |
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| Analysis of CNN-based Speech Recognition System using Raw Speech as Input, , and , Idiap-RR-23-2015 |
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| Learning linearly separable features for speech recognition using convolutional neural networks, , and , Idiap-RR-24-2015 |
[URL] |
| Phrase-based Image Captioning, , and , Idiap-RR-08-2015 |
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| Simple Image Description Generator via a Linear Phrase-based Model, , and , Idiap-RR-22-2015 |
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| Syntactic Parsing of Morphologically Rich Languages Using Deep Neural Networks, and , Idiap-RR-25-2015 |
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2014
| Convolutional Neural Networks-based Continuous Speech Recognition using Raw Speech Signal, , and , Idiap-RR-18-2014 |
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| Raw Speech Signal-based Continuous Speech Recognition using Convolutional Neural Networks, , and , Idiap-RR-15-2014 |
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| Weakly Supervised Object Segmentation with Convolutional Neural Networks, and , Idiap-RR-13-2014 |
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2013
| End-to-end Phoneme Sequence Recognition using Convolutional Neural Networks, , and , Idiap-RR-40-2013 |
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| Estimating Phoneme Class Conditional Probabilities from Raw Speech Signal using Convolutional Neural Networks, , and , Idiap-RR-13-2013 |
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| Is Deep Learning Really Necessary for Word Embeddings?, , and , Idiap-RR-44-2013 |
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| Recurrent Convolutional Neural Networks for Scene Labeling, and , Idiap-RR-41-2013 |
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| Recurrent Convolutional Neural Networks for Scene Parsing, and , Idiap-RR-22-2013 |
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| Word Embeddings through Hellinger PCA, and , Idiap-RR-29-2013 |
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2012
| Improving Object Classification using Pose Information, , , and , Idiap-RR-30-2012 |
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2004
| Large Scale Machine Learning, , Idiap-RR-42-2004 |
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| Links between Perceptrons, MLPs and SVMs, and , Idiap-RR-06-2004 |
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2003
| A New Margin-Based Criterion for Efficient Gradient Descent, and , Idiap-RR-16-2003 |
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| Speech & Face Based Biometric Authentication at IDIAP, , , , , , , and , Idiap-RR-13-2003 |
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2002
| Torch: a modular machine learning software library, , and , Idiap-RR-46-2002 |
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2001
| A Parallel Mixture of SVMs for Very Large Scale Problems, , and , Idiap-RR-12-2001 |
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2000
| On the Convergence of SVMTorch, an Algorithm for Large-Scale Regression Problems, and , Idiap-RR-24-2000 |
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| Support Vector Machines for Large-Scale Regression Problems, and , Idiap-RR-17-2000 |
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Publications of type Idiap-Com
| Support Vector Machines, Théorie et Application, , Idiap-Com-03-2000 |
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International Journal on Pattern Recognition and Artificial Intelligence ({IJPRAI})
| Scaling Large Learning Problems with Hard Parallel Mixtures, , and , in: International Journal on Pattern Recognition and Artificial Intelligence (IJPRAI), 17(3), 2003 |
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| 1 | 2 |