Ronan Collobert
Ronan Collobert
Facebook AI Research
Verified email at collobert.com - Homepage
TitleCited byYear
Natural language processing (almost) from scratch
R Collobert, J Weston, L Bottou, M Karlen, K Kavukcuoglu, P Kuksa
Journal of machine learning research 12 (Aug), 2493-2537, 2011
48572011
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
37102008
Curriculum learning
Y Bengio, J Louradour, R Collobert, J Weston
Proceedings of the 26th annual international conference on machine learning …, 2009
14922009
Torch7: A matlab-like environment for machine learning
R Collobert, K Kavukcuoglu, C Farabet
BigLearn, NIPS workshop, 2011
13852011
SVMTorch: Support vector machines for large-scale regression problems
R Collobert, S Bengio
Journal of machine learning research 1 (Feb), 143-160, 2001
10762001
Deep learning via semi-supervised embedding
J Weston, F Ratle, H Mobahi, R Collobert
Neural Networks: Tricks of the Trade, 639-655, 2012
6962012
Recurrent convolutional neural networks for scene labeling
PHO Pinheiro, R Collobert
31st International Conference on Machine Learning (ICML), 2014
5902014
Learning structured embeddings of knowledge bases
A Bordes, J Weston, R Collobert, Y Bengio
Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011
5622011
Large scale transductive SVMs
R Collobert, F Sinz, J Weston, L Bottou
Journal of Machine Learning Research 7 (Aug), 1687-1712, 2006
4692006
Torch: a modular machine learning software library
R Collobert, S Bengio, J Mariéthoz
Idiap, 2002
4592002
Learning to refine object segments
PO Pinheiro, TY Lin, R Collobert, P Dollár
ECCV, 2016
4262016
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
4152002
Learning to segment object candidates
PO Pinheiro, R Collobert, P Dollár
Advances in Neural Information Processing Systems, 1990-1998, 2015
4102015
Trading convexity for scalability
R Collobert, F Sinz, J Weston, L Bottou
Proceedings of the 23rd international conference on Machine learning, 201-208, 2006
3392006
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
2942015
Deep learning from temporal coherence in video
H Mobahi, R Collobert, J Weston
Proceedings of the 26th Annual International Conference on Machine Learning …, 2009
2772009
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
2422014
Links between perceptrons, MLPs and SVMs
R Collobert, S Bengio
Proceedings of the twenty-first international conference on Machine learning, 23, 2004
2362004
Word emdeddings through hellinger PCA
R Lebret, R Collobert
arXiv preprint arXiv:1312.5542, 2013
1782013
Deep learning for efficient discriminative parsing
R Collobert
Proceedings of the fourteenth international conference on artificial …, 2011
1652011
The system can't perform the operation now. Try again later.
Articles 1–20