Kyunghyun Cho

Kyunghyun Cho is an assistant professor in the Department of Computer Science, Courant Institute of Mathematical Sciences and the Center for Data Science at New York University (NYU) (starting September, 2015). Previously, he was a postdoctoral researcher at the University of Montreal under the supervision of Prof. Yoshua Bengio after obtaining a doctorate degree at Aalto University (Finland) in early 2014. Kyunghyun's main research interests include neural networks, generative models and their applications, especially, to language understanding.
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Posts by Kyunghyun Cho

Figure 8. Image Caption Generation with Attention Mechanism.
Simulation / Modeling / Design Jul 26, 2015

Introduction to Neural Machine Translation with GPUs (part 3)

Note: This is the final part of a detailed three-part series on machine translation with neural networks by Kyunghyun Cho. You may enjoy part 1 and part 2. In... 20 MIN READ
Figure 3. Step 1: A word to a one-hot vector.
Data Science Jun 14, 2015

Introduction to Neural Machine Translation with GPUs (Part 2)

Note: This is part two of a detailed three-part series on machine translation with neural networks by Kyunghyun Cho. You may enjoy part 1 and part 3. In my... 16 MIN READ
Figure 3. Graphical illustration of different types of recurrent neural networks. From [Pascanu et al., 2014]
Data Science May 27, 2015

Introduction to Neural Machine Translation with GPUs (part 1)

Note: This is the first part of a detailed three-part series on machine translation with neural networks by Kyunghyun Cho. You may enjoy part 2 and part 3.... 14 MIN READ