306 citations
- Institute for Basic ScienceKR20 papers
- Seoul National UniversityKR19 papers
- Korea Advanced Institute of Science and TechnologyKR12 papers
- University of UlsanKR10 papers
- Ulsan National Institute of Science and TechnologyKR9 papers
- Hanyang UniversityKR5 papers
- Lawrence Berkeley National LaboratoryUS4 papers
- National Institute for Mathematical SciencesKR4 papers
- National University CollegePR4 papers
- Pohang University of Science and TechnologyKR4 papers
- Yonsei UniversityKR4 papers
- Brookhaven National LaboratoryUS3 papers
Showing 2021 · cs.CVShow all
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cs.CV2021
VisGraphNet: a complex network interpretation of convolutional neural features
Joao B. Florindo, Young-Sup Lee, Kyungkoo Jun +2
Here we propose and investigate the use of visibility graphs to model the feature map of a neural network. The model, initially devised for studies on complex networks, is employed…
cs.CV2021
Training Multi-bit Quantized and Binarized Networks with A Learnable Symmetric Quantizer
Phuoc Pham, Jacob Abraham, Jaeyong Chung
Quantizing weights and activations of deep neural networks is essential for deploying them in resource-constrained devices, or cloud platforms for at-scale services. While binariza…