Ronan Collobert
Ronan Collobert
Facebook AI Research
Verified email at collobert.com - Homepage
Title
Cited by
Cited by
Year
Natural language processing (almost) from scratch
R Collobert, J Weston, L Bottou, M Karlen, K Kavukcuoglu, P Kuksa
Journal of machine learning research 12 (ARTICLE), 2493− 2537, 2011
67072011
A unified architecture for natural language processing: Deep neural networks with multitask learning
R Collobert, J Weston
Proceedings of the 25th international conference on Machine learning, 160-167, 2008
49962008
Curriculum learning
Y Bengio, J Louradour, R Collobert, J Weston
Proceedings of the 26th annual international conference on machine learning …, 2009
23402009
Torch7: A matlab-like environment for machine learning
R Collobert, K Kavukcuoglu, C Farabet
BigLearn, NIPS workshop, 2011
16122011
SVMTorch: Support vector machines for large-scale regression problems
R Collobert, S Bengio
Journal of machine learning research 1 (Feb), 143-160, 2001
11252001
Deep learning via semi-supervised embedding
J Weston, F Ratle, H Mobahi, R Collobert
Neural networks: Tricks of the trade, 639-655, 2012
9102012
Learning structured embeddings of knowledge bases
A Bordes, J Weston, R Collobert, Y Bengio
Conference on artificial intelligence, 2011
7362011
Recurrent convolutional neural networks for scene labeling
P Pinheiro, R Collobert
International conference on machine learning, 82-90, 2014
7192014
Learning to refine object segments
PO Pinheiro, TY Lin, R Collobert, P Dollár
ECCV, 2016
6132016
Learning to segment object candidates
POO Pinheiro, R Collobert, P Dollár
Advances in Neural Information Processing Systems, 1990-1998, 2015
5752015
Combining active learning and semi-supervised learning using gaussian fields and harmonic functions
X Zhu, J Lafferty, Z Ghahramani
ICML 2003 workshop on the continuum from labeled to unlabeled data in …, 2003
5472003
Torch: a modular machine learning software library
R Collobert, S Bengio, J Mariéthoz
Idiap, 2002
5292002
Large scale transductive SVMs
R Collobert, F Sinz, J Weston, L Bottou
Journal of Machine Learning Research 7 (Aug), 1687-1712, 2006
5132006
A parallel mixture of SVMs for very large scale problems
R Collobert, S Bengio, Y Bengio
Advances in Neural Information Processing Systems, 633-640, 2002
4682002
From image-level to pixel-level labeling with convolutional networks
PO Pinheiro, R Collobert
Proceedings of the IEEE conference on computer vision and pattern …, 2015
4312015
Trading convexity for scalability
R Collobert, F Sinz, J Weston, L Bottou
Proceedings of the 23rd international conference on Machine learning, 201-208, 2006
3642006
Deep learning from temporal coherence in video
H Mobahi, R Collobert, J Weston
Proceedings of the 26th Annual International Conference on Machine Learning …, 2009
3382009
Video (language) modeling: a baseline for generative models of natural videos
MA Ranzato, A Szlam, J Bruna, M Mathieu, R Collobert, S Chopra
arXiv preprint arXiv:1412.6604, 2014
3172014
Links between perceptrons, MLPs and SVMs
R Collobert, S Bengio
Proceedings of the twenty-first international conference on Machine learning, 23, 2004
2932004
Word emdeddings through hellinger PCA
R Lebret, R Collobert
arXiv preprint arXiv:1312.5542, 2013
2552013
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Articles 1–20