David Warde-Farley
David Warde-Farley has 2 papers in our library, in 2012–2014; often with Ian Goodfellow, Yoshua Bengio, Aaron Courville.
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📄 2 works in our library · 🔗 Cited 1,467 times in our library · ⭐ Paper Stars ranking: #520
Fields, topics and concepts
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksArtificial Intelligence · 2 worksArts and Humanities · 1 workComputer Vision and Pattern Recognition · 1 workLanguage and Linguistics · 1 workHardware and Architecture · 1 work
Works by year
2010s
Papers
- Generative Adversarial Nets (2014 · 5,790 citations)
Deep generative models have lagged behind discriminative ones. Likelihood-based training usually involves intractable quantities such as partition functions, approximate posterior inference or Markov chain sampling. The authors replace this with an adversarial setup. A generator network turns random noise into data… - Theano: new features and speed improvements (2012 · 1,111 citations)
This 2012 report describes how Theano, a Python-based compiler that turns symbolic linear-algebra expressions into optimized CPU or GPU code, was extended and made faster.
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