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Dumitru Erhan, Ph.D. - Publications

Affiliations: 
2011 Université de Montréal, Montréal, Canada 
Area:
Artificial Intelligence, Computer Science
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13 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2016 Vinyals O, Toshev A, Bengio S, Erhan D. Show and Tell: Lessons learned from the 2015 MSCOCO Image Captioning Challenge. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 28055847 DOI: 10.1109/Tpami.2016.2587640  0.454
2016 Vinyals O, Toshev A, Bengio S, Erhan D. Show and Tell: Lessons learned from the 2015 MSCOCO Image Captioning Challenge. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 27392341 DOI: 10.1109/TPAMI.2016.2587640  0.371
2015 Goodfellow IJ, Erhan D, Luc Carrier P, Courville A, Mirza M, Hamner B, Cukierski W, Tang Y, Thaler D, Lee DH, Zhou Y, Ramaiah C, Feng F, Li R, Wang X, et al. Challenges in representation learning: a report on three machine learning contests. Neural Networks : the Official Journal of the International Neural Network Society. 64: 59-63. PMID 25613956 DOI: 10.1016/J.Neunet.2014.09.005  0.662
2013 Goodfellow IJ, Erhan D, Carrier PL, Courville A, Mirza M, Hamner B, Cukierski W, Tang Y, Thaler D, Lee DH, Zhou Y, Ramaiah C, Feng F, Li R, Wang X, et al. Challenges in representation learning: A report on three machine learning contests Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 8228: 117-124. DOI: 10.1007/978-3-642-42051-1_16  0.666
2011 Bengio Y, Bastien F, Bergeron A, Boulanger-Lewandowski N, Breuel T, Chherawala Y, Cisse M, Côté M, Erhan D, Eustache J, Glorot X, Muller X, Lebeuf SP, Pascanu R, Rifai S, et al. Deep learners benefit more from out-of-distribution examples Journal of Machine Learning Research. 15: 164-172.  0.44
2010 Erhan D, Courville A, Bengio Y, Vincent P. Why does unsupervised pre-training help deep learning? Journal of Machine Learning Research. 9: 201-208.  0.592
2010 Erhan D, Courville A, Bengio Y, Vincent P. Why does unsupervised pre-training help deep learning? Journal of Machine Learning Research. 9: 201-208.  0.592
2009 Larochelle H, Erhan D, Vincent P. Deep learning using robust interdependent codes Journal of Machine Learning Research. 5: 312-319.  0.373
2009 Erhan D, Manzagol PA, Bengio Y, Bengio S, Vincent P. The difficulty of training deep architectures and the effect of unsupervised pre-training Journal of Machine Learning Research. 5: 153-160.  0.524
2008 Larochelle H, Erhan D, Bengio Y. Zero-data learning of new tasks Proceedings of the National Conference On Artificial Intelligence. 2: 646-651.  0.631
2007 Larochelle H, Erhan D, Courville A, Bergstra J, Bengio Y. An empirical evaluation of deep architectures on problems with many factors of variation Acm International Conference Proceeding Series. 227: 473-480. DOI: 10.1145/1273496.1273556  0.645
2006 Erhan D, L'heureux PJ, Yue SY, Bengio Y. Collaborative filtering on a family of biological targets. Journal of Chemical Information and Modeling. 46: 626-35. PMID 16562992 DOI: 10.1021/Ci050367T  0.523
2006 Bergstra J, Casagrande N, Erhan D, Eck D, Kégl B. Aggregate features and ADABOOST for music classification Machine Learning. 65: 473-484. DOI: 10.1007/S10994-006-9019-7  0.498
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