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Ronan Collobert
Ronan Collobert
Machine Learning Research, Apple
Verified email at apple.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
106242011
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
79072008
Curriculum learning
Y Bengio, J Louradour, R Collobert, J Weston
Proceedings of the 26th annual international conference on machine learning …, 2009
70552009
Torch7: A matlab-like environment for machine learning
R Collobert, K Kavukcuoglu, C Farabet
BigLearn, NIPS workshop, 2011
20382011
wav2vec: Unsupervised pre-training for speech recognition
S Schneider, A Baevski, R Collobert, M Auli
arXiv preprint arXiv:1904.05862, 2019
17922019
Deep learning via semi-supervised embedding
J Weston, F Ratle, R Collobert
Proceedings of the 25th international conference on Machine learning, 1168-1175, 2008
13542008
SVMTorch: Support vector machines for large-scale regression problems
R Collobert, S Bengio
Journal of machine learning research 1 (Feb), 143-160, 2001
12502001
Learning structured embeddings of knowledge bases
A Bordes, J Weston, R Collobert, Y Bengio
Proceedings of the AAAI conference on artificial intelligence 25 (1), 301-306, 2011
11712011
Learning to refine object segments
PO Pinheiro, TY Lin, R Collobert, P Dollár
ECCV, 2016
11352016
Learning to segment object candidates
PO O Pinheiro, R Collobert, P Dollár
Advances in neural information processing systems 28, 2015
10822015
Recurrent convolutional neural networks for scene labeling
P Pinheiro, R Collobert
International conference on machine learning, 82-90, 2014
10602014
Unsupervised cross-lingual representation learning for speech recognition
A Conneau, A Baevski, R Collobert, A Mohamed, M Auli
arXiv preprint arXiv:2006.13979, 2020
9142020
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
8822015
Libri-light: A benchmark for asr with limited or no supervision
J Kahn, M Riviere, W Zheng, E Kharitonov, Q Xu, PE Mazaré, J Karadayi, ...
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
7512020
Torch: a modular machine learning software library
R Collobert, S Bengio, J Mariéthoz
Idiap, 2002
7192002
Large scale transductive SVMs.
R Collobert, F Sinz, J Weston, L Bottou, T Joachims
Journal of Machine Learning Research 7 (8), 2006
6382006
A parallel mixture of SVMs for very large scale problems
R Collobert, S Bengio, Y Bengio
Advances in Neural Information Processing Systems 14, 2001
5682001
Mls: A large-scale multilingual dataset for speech research
V Pratap, Q Xu, A Sriram, G Synnaeve, R Collobert
arXiv preprint arXiv:2012.03411, 2020
5612020
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
5602014
Deep learning from temporal coherence in video
H Mobahi, R Collobert, J Weston
Proceedings of the 26th annual international conference on machine learning …, 2009
4562009
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Articles 1–20