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Implementation of Lightweight Convolutional Neural Networks via Layer-Wise Differentiable Compression
Convolutional neural networks (CNNs) have achieved significant breakthroughs in various domains, such as natural language processing (NLP), and computer vision. However, performance improvement is often accompanied by large model size and computation costs, which make it not suitable for resource-co...
| Autores principales: | , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
MDPI
2021
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8155900/ https://www.ncbi.nlm.nih.gov/pubmed/34065680 http://dx.doi.org/10.3390/s21103464 |