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Computational, label, and data efficiency in deep learning for sparse 3D data
Language: en
Pages: 256
Authors: Li, Lanxiao
Categories:
Type: BOOK - Published: 2024-05-13 - Publisher: KIT Scientific Publishing

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Deep learning is widely applied to sparse 3D data to perform challenging tasks, e.g., 3D object detection and semantic segmentation. However, the high performan
Computational, Label, and Data Efficiency in Deep Learning for Sparse 3D Data
Language: en
Pages: 0
Authors: Lanxiao Li
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Type: BOOK - Published: 2023* - Publisher:

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Deep Learning through Sparse and Low-Rank Modeling
Language: en
Pages: 296
Authors: Zhangyang Wang
Categories: Computers
Type: BOOK - Published: 2019-04-12 - Publisher: Academic Press

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Deep Learning through Sparse Representation and Low-Rank Modeling bridges classical sparse and low rank models-those that emphasize problem-specific Interpretab
Privacy-Preserving Data Publishing
Language: en
Pages: 183
Authors: Bee-Chung Chen
Categories: Data mining
Type: BOOK - Published: 2009-10-14 - Publisher: Now Publishers Inc

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This book is dedicated to those who have something to hide. It is a book about "privacy preserving data publishing" -- the art of publishing sensitive personal
Deep Learning and Convolutional Neural Networks for Medical Image Computing
Language: en
Pages: 327
Authors: Le Lu
Categories: Computers
Type: BOOK - Published: 2017-07-12 - Publisher: Springer

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This book presents a detailed review of the state of the art in deep learning approaches for semantic object detection and segmentation in medical image computi