Boundary-Focused Generative Adversarial Networks for Imbalanced and Multimodal Time Series
Author:
Affiliation:
1. School of Industrial and Management Engineering, Korea University, Seongbuk-gu, Seoul, South Korea
Funder
Brain Korea 21 FOUR
Korea Institute for Advancement of Technology
Competency Development Program for Industry Specialist
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Subject
Computational Theory and Mathematics,Computer Science Applications,Information Systems
Link
http://xplorestaging.ieee.org/ielx7/69/9851540/09795222.pdf?arnumber=9795222
Reference55 articles.
1. LoOP
2. A Survey of Predictive Modeling on Imbalanced Domains
3. Unsupervised and semi-supervised learning with categorical generative adversarial networks;springenberg,2015
4. Wasserstein generative adversarial network;arjovsky;Proc Int Conf Mach Learn,2017
5. BEGAN: Boundary equilibrium generative adversarial networks;berthelot,2017
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