Learning to Learn for Small Sample Visual Recognition

Understanding how humans and machines recognize novel visual concepts from few examples remains a fundamental challenge. Humans are remarkably able to grasp a new concept and make meaningful generalization from just few examples. By contrast, state-ofthe- art machine learning techniques and visual r...

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Bibliographic Details
Main Author: Wang, Yu-Xiong
Format: Others
Published: Research Showcase @ CMU 2018
Online Access:http://repository.cmu.edu/dissertations/1222
http://repository.cmu.edu/cgi/viewcontent.cgi?article=2261&context=dissertations