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Convolutional Normalization: Improving Deep Convolutional Network Robustness and Training
Normalization techniques have become a basic component in modern convolu...
03/01/2021 ∙ by Sheng Liu, et al. ∙
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Analysis of the Optimization Landscapes for Overcomplete Representation Learning
We study nonconvex optimization landscapes for learning overcomplete rep...
12/05/2019 ∙ by Qing Qu, et al. ∙
8
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Complete Dictionary Learning via ℓ^4-Norm Maximization over the Orthogonal Group
This paper considers the fundamental problem of learning a complete (ort...
06/06/2019 ∙ by Yuexiang Zhai, et al. ∙
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Learning to Reconstruct 3D Manhattan Wireframes from a Single Image
In this paper, we propose a method to obtain a compact and accurate 3D w...
05/17/2019 ∙ by Yichao Zhou, et al. ∙
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