Technical Walkthrough 0

Personalized Aesthetics: Recording the Visual Mind using Machine Learning

Visual aesthetics are very personal, often subconscious, and hard to express.  In a world with an overload of photographic content, a lot of time and effort... 16 MIN READ
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Understanding Aesthetics with Deep Learning

To me, photography is the simultaneous recognition, in a fraction of a second, of the significance of an event. — Henri larartier Bresson As a child I... 15 MIN READ
Figure 8. Image Caption Generation with Attention Mechanism.
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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.
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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]
Technical Walkthrough 0

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