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GTC 2018 Silicon Valley

S8867 - Attention GAN for Fine-Grained Language-to-Image Generation

Session Speakers
Session Description

We have long envisioned that machines one day can perform human-like perception, reasoning, and expression across multiple modalities including vision and language, which will augment and transform the ways humans communicate with each other and with the real world. With this vision, we'll introduce the latest work of developing a deep attention GAN for fine-grained language-to-image synthesis. We'll discuss the open problems behind the task that we're thrilled to solve, including image and language understanding, joint reasoning across both modalities, and expressing abstract concepts into full imagination, which are of fundamental importance to reaching general intelligence.


Additional Information
Advanced AI Learning Techniques (incl. GANs/NTMs), AI/DL Research
Software, Cloud Services
All technical
Talk
25 minutes
Session Schedule