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cs.CV2023★ 2 cited
On the ability of CNNs to extract color invariant intensity based features for image classification
Pradyumna Elavarthi, James Lee, Anca Ralescu
Convolutional neural networks (CNNs) have demonstrated remarkable success in vision-related tasks. However, their susceptibility to failing when inputs deviate from the training di…
cs.CV2023
Learning Empirical Bregman Divergence for Uncertain Distance Representation
Zhiyuan Li, Ziru Liu, Anna Zou +1
Deep metric learning techniques have been used for visual representation in various supervised and unsupervised learning tasks through learning embeddings of samples with deep netw…