BriefGPT.xyz
Mar, 2019
用于表示学习的Wasserstein依赖度量
Wasserstein Dependency Measure for Representation Learning
HTML
PDF
Sherjil Ozair, Corey Lynch, Yoshua Bengio, Aaron van den Oord, Sergey Levine...
TL;DR
本研究旨在使用Lipschitz约束技术构建理论上有效但实践上可行的Wasserstein依赖性度量,以提供更全面的表征学习结果并改善视频理解和强化学习等任务的结果。
Abstract
mutual information
maximization has emerged as a powerful learning objective for
unsupervised representation learning
obtaining state-of-the-art performance in applications such as object recognition, speech reco
→