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Unveiling and Mitigating Generalized Biases of DNNs through the Intrinsic Dimensions of Perceptual Manifolds.
Yanbiao Ma
Licheng Jiao
Fang Liu
Lingling Li
Wenping Ma
Shuyuan Yang
Xu Liu
Puhua Chen
Published in:
CoRR (2024)
Keyphrases
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geometric structure
intrinsic dimension
human perception
high dimensional data
manifold learning
human visual system
low dimensional
feature vectors
information systems
learning algorithm
low level
data sets
high dimensional
risk management
feature space
riemannian manifolds
multiple dimensions