Tag: Generative adversarial networks

Conversation with Ian Goodfellow: GANs & Deep Learning | AI Podcast

Ian Goodfellow: Generative Adversarial Networks (GANs) MIT Artificial Intelligence (AI) Podcast via Lex Fridman Ian Goodfellow is an author of the popular textbook on deep learning (simply titled “Deep Learning”). He invented Generative Adversarial Networks (GANs) and with his 2014 paper is responsible for launching the incredible growth of research on GANs. He got his…

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A Style-Based Generator Architecture for Generative Adversarial Networks, style transfer on GANs

A Style-Based Generator Architecture for Generative Adversarial Networks via Tero Karras FI Abstract: We propose an alternative generator architecture for generative adversarial networks, borrowing from style transfer literature. The new architecture leads to an automatically learned, unsupervised separation of high-level attributes (e.g., pose and identity when trained on human faces) and stochastic variation in the…

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Will machines one day be as creative as humans? – Microsoft Research Blog

via Microsoft Research Will machines one day be as creative as humans? By Sebastian Nowozin Recent methods in artificial intelligence enable AI software to produce rich and creative digital artifacts such as text and images painted from scratch. One technique used in creating these artifacts are generative adversarial networks (GANs). Today at NIPS 2017, researchers…

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