IEEE - Institute of Electrical and Electronics Engineers, Inc. - Multi-scale Interpretation Model for Convolutional Neural Networks: Building Trust based on Hierarchical Interpretation

Author(s): Xinrui Cui ; Dan Wang ; Z. Jane Wang
Sponsor(s): IEEE Signal Processing Society
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Volume: PP
Page(s): 1
ISSN (Electronic): 1941-0077
ISSN (Paper): 1520-9210
DOI: 10.1109/TMM.2019.2902099
Regular:

With the rapid development of deep learning models, their performances in various tasks are improved, while meanwhile their increasingly intricate architectures make them difficult to interpret.... View More

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