Dumitru Erhan
Publications by Year
Research Areas
Domain Adaptation and Few-Shot Learning, Generative Adversarial Networks and Image Synthesis, Multimodal Machine Learning Applications, Machine Learning and Data Classification, Neural Networks and Applications
Most-Cited Works
- → Going deeper with convolutions(2015)46,322 cited
- → Show and tell: A neural image caption generator(2015)6,264 cited
- → Intriguing properties of neural networks(2013)5,706 cited
- Why Does Unsupervised Pre-training Help Deep Learning?(2010)
- → Unsupervised Pixel-Level Domain Adaptation with Generative Adversarial Networks(2017)1,620 cited
- → Challenges in Representation Learning: A Report on Three Machine Learning Contests(2013)1,495 cited
- Deep Neural Networks for Object Detection(2013)
- → Scalable Object Detection Using Deep Neural Networks(2014)1,151 cited
- → An empirical evaluation of deep architectures on problems with many factors of variation(2007)1,026 cited