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stat.ML2018
Is Generator Conditioning Causally Related to GAN Performance?
Augustus Odena, Jacob Buckman, Catherine Olsson +4
Recent work (Pennington et al, 2017) suggests that controlling the entire distribution of Jacobian singular values is an important design consideration in deep learning. Motivated…
stat.ML2017★ 18 cited
Changing Model Behavior at Test-Time Using Reinforcement Learning
Augustus Odena, Dieterich Lawson, Christopher Olah
Machine learning models are often used at test-time subject to constraints and trade-offs not present at training-time. For example, a computer vision model operating on an embedde…