Generative Adversarial Networks
paper introducing GANs
Common Themes
Videos Mentioning Generative Adversarial Networks
Mark Zuckerberg: Meta, Facebook, Instagram, and the Metaverse | Lex Fridman Podcast #267
Lex Fridman
A class of AI algorithms used in style transfer and creative generation, mentioned in the context of generating digital clothing and styles for avatars.
At the Intersection of AI, Governments, and Google - Tim Hwang
Y Combinator
A now-common AI model architecture where two networks compete, leading to fascinating results like creating adversarial examples where a slightly altered image of a panda is recognized as a giraffe.
Ilya Sutskever: Deep Learning | Lex Fridman Podcast #94
Lex Fridman
A class of machine learning frameworks where two neural networks contest with each other in a game-theoretic scenario, used for generating new data instances.
Eric Schmidt — The Promises and Perils of AI, the Future of Warfare, Profound Revolutions, and More
Tim Ferriss
A type of AI technology where one network generates candidates and another evaluates them, used for creating realistic fake images and data.
Building a GAN From Scratch With PyTorch | Theory + Implementation
AssemblyAI
The core topic of the video, explaining theory and implementation of GANs.
Open Learning Talks | AI Education: Research and Practice
MIT Open Learning
A class of machine learning frameworks where generative models compete with discriminative models, used for creating photorealistic images and videos like deepfakes.
Torch Tutorial (Alex Wiltschko, Twitter)
Lex Fridman
A class of machine learning frameworks used for generating synthetic data, with high-quality Torch code implementations available.
Andrej Karpathy: Tesla AI, Self-Driving, Optimus, Aliens, and AGI | Lex Fridman Podcast #333
Lex Fridman
A class of AI algorithms used in generative models, mentioned with the question of whether 'GAN-type papers' (simple, illustrative ideas) can still be written in current AI research.
Luís and João Batalha: Fermat's Library and the Art of Studying Papers | Lex Fridman Podcast #209
Lex Fridman
A class of artificial intelligence algorithms used in unsupervised machine learning, explained with the backstory of its invention by Ian Goodfellow.
Designing Characters with Deep Learning: Spellbrush (W18) - YC Gaming Tech Talks 2020
Y Combinator
The core AI technology, GANs, used by Spellbrush, consisting of a generator and a discriminator network trained against each other.