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Dumitru Erhan | Researchclopedia

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Dumitru Erhan

66

Works

76,695

Citations

41

h-index

51

i10-index

Research Topics

Domain Adaptation and Few-Shot Learning Generative Adversarial Networks and Image Synthesis Multimodal Machine Learning Applications

Affiliations

Microsoft (United States)2014–2015

Google (United States)2013–2021

Max Planck Society2004–2004

Max Planck Institute for Biological Cybernetics2004–2004

Alphabet (United States)2017–2017

Top Works

Going deeper with convolutions

Christian Szegedy,Wei Liu,et al.

201546,363 citations

Machine Learning and Data Classification

Neural Networks and Applications

Show and tell: A neural image caption generator

Oriol Vinyals,Alexander Toshev,et al.

20156,272 citations

Intriguing properties of neural networks

Christian Szegedy,Wojciech Zaremba,et al.

20135,706 citations

Why Does Unsupervised Pre-training Help Deep Learning?

Dumitru Erhan,Aaron Courville,et al.

20102,109 citations

Unsupervised Pixel-Level Domain Adaptation with Generative Adversarial Networks

Konstantinos Bousmalis,Nathan Silberman,et al.

20171,620 citations

Challenges in Representation Learning: A Report on Three Machine Learning Contests

Ian Goodfellow,Dumitru Erhan,et al.

20131,498 citations

Going Deeper with Convolutions

Christian Szegedy,Wei Liu,et al.

20141,382 citations

Deep Neural Networks for Object Detection

Christian Szegedy,Alexander Toshev,et al.

20131,200 citations

Scalable Object Detection Using Deep Neural Networks

Dumitru Erhan,Christian Szegedy,et al.

20141,152 citations