Dumitru Erhan, Ph.D.
Affiliations: | 2011 | Université de Montréal, Montréal, Canada |
Area:
Artificial Intelligence, Computer ScienceGoogle:
"Dumitru Erhan"Parents
Sign in to add mentor| Yoshua Bengio | grad student | 2011 | Université de Montréal | |
| (Understanding deep architectures and the effect of unsupervised pre-training.) | ||||
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Publications
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| Vinyals O, Toshev A, Bengio S, et al. (2016) Show and Tell: Lessons learned from the 2015 MSCOCO Image Captioning Challenge. Ieee Transactions On Pattern Analysis and Machine Intelligence |
| Vinyals O, Toshev A, Bengio S, et al. (2016) Show and Tell: Lessons learned from the 2015 MSCOCO Image Captioning Challenge. Ieee Transactions On Pattern Analysis and Machine Intelligence |
| Goodfellow IJ, Erhan D, Luc Carrier P, et al. (2015) 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 |
| Goodfellow IJ, Erhan D, Carrier PL, et al. (2013) 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 |
| Bengio Y, Bastien F, Bergeron A, et al. (2011) Deep learners benefit more from out-of-distribution examples Journal of Machine Learning Research. 15: 164-172 |
| Erhan D, Courville A, Bengio Y, et al. (2010) Why does unsupervised pre-training help deep learning? Journal of Machine Learning Research. 9: 201-208 |
| Erhan D, Courville A, Bengio Y, et al. (2010) Why does unsupervised pre-training help deep learning? Journal of Machine Learning Research. 9: 201-208 |
| Larochelle H, Erhan D, Vincent P. (2009) Deep learning using robust interdependent codes Journal of Machine Learning Research. 5: 312-319 |
| Erhan D, Manzagol PA, Bengio Y, et al. (2009) The difficulty of training deep architectures and the effect of unsupervised pre-training Journal of Machine Learning Research. 5: 153-160 |
| Larochelle H, Erhan D, Bengio Y. (2008) Zero-data learning of new tasks Proceedings of the National Conference On Artificial Intelligence. 2: 646-651 |