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UMIX: Improving Importance Weighting for Subpopulation Shift via Uncertainty-Aware Mixup.
Zongbo Han
Zhipeng Liang
Fan Yang
Liu Liu
Lanqing Li
Yatao Bian
Peilin Zhao
Bingzhe Wu
Changqing Zhang
Jianhua Yao
Published in:
NeurIPS (2022)
Keyphrases
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uncertain data
neural network
artificial intelligence
similarity measure
genetic algorithm
computer vision
three dimensional
evolutionary algorithm
conditional probabilities
weighting scheme
paradigm shift
inherent uncertainty