Dumitru Erhan
Google Publications
-
Konstantinos Bousmalis, George Trigeorgis, Nathan Silberman, Dilip Krishnan, Dumitru Erhan
NIPS 2016 (2016) (to appear)
-
SSD: Single Shot MultiBox Detector
Wei Liu, Dragomir Anguelov, Dumitru Erhan, Christian Szegedy, Scott Reed,, Cheng-Yang Fu,, Alexander C. Berg
Proceedings of the European Conference on Computer Vision (ECCV) (2016) (to appear)
-
Going Deeper with Convolutions
Christian Szegedy, Wei Liu, Yangqing Jia, Pierre Sermanet, Scott Reed, Dragomir Anguelov, Dumitru Erhan, Vincent Vanhoucke, Andrew Rabinovich
Computer Vision and Pattern Recognition (CVPR) (2015)
-
Scalable, high-quality object detection
Christian Szegedy, Scott Reed, Dumitru Erhan, Dragomir Anguelov
arXiv (2015)
-
Show and tell: A neural image caption generator
Oriol Vinyals, Alexander Toshev, Samy Bengio, Dumitru Erhan
Computer Vision and Pattern Recognition (2015)
-
Training Deep Neural Networks on Noisy Labels with Bootstrapping
Scott E. Reed, Honglak Lee, Dragomir Anguelov, Christian Szegedy, Dumitru Erhan, Andrew Rabinovich
ICLR 2015
-
Intriguing properties of neural networks
Christian Szegedy, Wojciech Zaremba, Ilya Sutskever, Joan Bruna, Dumitru Erhan, Ian Goodfellow, Rob Fergus
International Conference on Learning Representations (2014)
-
Scalable Object Detection using Deep Neural Networks
Dumitru Erhan, Christian Szegedy, Alexander Toshev, Dragomir Anguelov
Computer Vision and Pattern Recognition, IEEE (2014), pp. 2155- 2162
-
Deep Neural Networks for Object Detection
Christian Szegedy, Alexander Toshev, Dumitru Erhan
Advances in Neural Information Processing Systems (2013)
-
Using Web Co-occurrence Statistics for Improving Image Categorization
Samy Bengio, Jeffrey Dean, Dumitru Erhan, Eugene Ie, Quoc Le, Andrew Rabinovich, Jonathon Shlens, Yoram Singer
arXiv (2013)
-
Why does Unsupervised Pre-training Help Deep Learning?
Dumitru Erhan, Yoshua Bengio, Aaron Courville, Pierre-Antoine Manzagol, Pascal Vincent, Samy Bengio
Journal of Machine Learning Research (2010), pp. 625-660
-
The Difficulty of Training Deep Architectures and the Effect of Unsupervised Pre-Training
Dumitru Erhan, Pierre-Antoine Manzagol, Yoshua Bengio, Samy Bengio, Pascal Vincent
Twelfth International Conference on Artificial Intelligence and Statistics (AISTATS), JMLR Workshop and Conference Procedings (2009), pp. 153-160













