摘要
Deep convolutional neural networks have enabled remarkable progress over the last years on a variety of visual tasks, such as image recognition, speech recognition, and machine translation. These tasks contribute many to machine intelligence. However, developments of deep convolutional neural networks to a machine terminal remains challenging due to massive number of parameters and float operations that a typical model contains. Therefore, there is growing interest in convolutional neural network pruning. Existing work in this field of research can be categorized according to three dimensions: pruning method, training strategy, estimation criterion.
| 源语言 | 英语 |
|---|---|
| 主期刊名 | Proceedings of the 39th Chinese Control Conference, CCC 2020 |
| 编辑 | Jun Fu, Jian Sun |
| 出版商 | IEEE Computer Society |
| 页 | 7458-7463 |
| 页数 | 6 |
| ISBN（电子版） | 9789881563903 |
| DOI | |
| 出版状态 | 已出版 - 7月 2020 |
| 已对外发布 | 是 |
| 活动 | 39th Chinese Control Conference, CCC 2020 - Shenyang, 中国 期限: 27 7月 2020 → 29 7月 2020 |
出版系列
| 姓名 | Chinese Control Conference, CCC |
|---|---|
| 卷 | 2020-July |
| ISSN（印刷版） | 1934-1768 |
| ISSN（电子版） | 2161-2927 |
会议
| 会议 | 39th Chinese Control Conference, CCC 2020 |
|---|---|
| 国家/地区 | 中国 |
| 市 | Shenyang |
| 时期 | 27/07/20 → 29/07/20 |
指纹
探究 'Convolutional Neural Network Pruning: A Survey' 的科研主题。它们共同构成独一无二的指纹。引用此
Xu, S., Huang, A., Chen, L., & Zhang, B. (2020). Convolutional Neural Network Pruning: A Survey. 在 J. Fu, & J. Sun (编辑), Proceedings of the 39th Chinese Control Conference, CCC 2020 (页码 7458-7463). 文章 9189610 (Chinese Control Conference, CCC; 卷 2020-July). IEEE Computer Society. https://doi.org/10.23919/CCC50068.2020.9189610