Keep and Learn: Continual Learning by Constraining the Latent Space for Knowledge Preservation in Neural Networks

Hyo-Eun Kim, Seungwook Kim, Jaehwan Lee. Keep and Learn: Continual Learning by Constraining the Latent Space for Knowledge Preservation in Neural Networks. In Alejandro F. Frangi, Julia A. Schnabel, Christos Davatzikos, Carlos Alberola-López, Gabor Fichtinger, editors, Medical Image Computing and Computer Assisted Intervention - MICCAI 2018 - 21st International Conference, Granada, Spain, September 16-20, 2018, Proceedings, Part I. Volume 11070 of Lecture Notes in Computer Science, pages 520-528, Springer, 2018. [doi]

Abstract

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