CAP : Context-aware Pruning for semantic segmentation

CAP : Context-aware Pruning for semantic segmentation

Network pruning for deep convolutional neural networks (CNNs) has recently achieved notable research progress on image-level classification. However, most existing pruning methods are not catered to or evaluated on semantic segmentation networks. In this paper, we advocate the importance of contextu...

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Bibliographic Details
Main Authors: He, Wei, Wu, Meiqing, Liang, Mingfu, Lam, Siew-Kei
Other Authors: School of Computer Science and Engineering
Format: Conference Paper
Language:English
Published: 2021
Subjects:
Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision
Network Compression
Semantic Segmentation
Online Access:https://hdl.handle.net/10356/147439

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