論文閱讀：NetworkTrimming: A Data-Driven Neuron Pruning Approach towards Efficient Deep Architectures
第一次接觸這個方向，很多術語都不甚熟悉，希望大家不吝賜教~文章鏈接 Motivation 作者在對現在主流的CNN網絡進行分析後，發現CNN中的很多神經元的「表現力」很弱(low activations)，這些神經元可以被剪枝，同時網絡的表現能力不會被破壞，作者提出了一個可迭代的優化方法來對這些弱神經元進行剪枝，提出了一個新的參數應用於剪枝方法： Average Percentage of Zer
相關文章
- 1. 論文閱讀-《Towards a Robust Deep Neural Network in Texts: A Survey》
- 2. 論文閱讀 | Towards a Robust Deep Neural Network in Text Domain A Survey
- 3. Towards a Diffraction-based Sensing Approach on Human Activity Recognition論文閱讀筆記
- 4. Deep learning approach for facial age classification: a survey of the state‑of‑the‑art 論文閱讀
- 5. 論文閱讀14：Reinforcement learning approach towards effective content recommendation in MOOC environments
- 6. RL論文閱讀【三】Dueling Network Architectures for Deep Reinforcement Learning
- 7. From Depth Data to Head Pose Estimation: a Siamese approach----論文閱讀筆記
- 8. Global Sparse Momentum SGD for Pruning Very Deep Neural Networks 論文閱讀筆記
- 9. 文獻閱讀 - A Discriminative Feature Learning Approach for Deep Face Recognition
- 10. 論文閱讀理解 - CenterLoss: A Discriminative Feature Learning Approach
- 更多相關文章...
- • RSS 閱讀器 - RSS 教程
- • PHP 實例 - AJAX RSS 閱讀器 - PHP教程
- • JDK13 GA發佈：5大特性解讀
- • Scala 中文亂碼解決
相關標籤/搜索
每日一句
-
每一个你不满意的现在，都有一个你没有努力的曾经。
歡迎關注本站公眾號,獲取更多信息
相關文章
- 1. 論文閱讀-《Towards a Robust Deep Neural Network in Texts: A Survey》
- 2. 論文閱讀 | Towards a Robust Deep Neural Network in Text Domain A Survey
- 3. Towards a Diffraction-based Sensing Approach on Human Activity Recognition論文閱讀筆記
- 4. Deep learning approach for facial age classification: a survey of the state‑of‑the‑art 論文閱讀
- 5. 論文閱讀14：Reinforcement learning approach towards effective content recommendation in MOOC environments
- 6. RL論文閱讀【三】Dueling Network Architectures for Deep Reinforcement Learning
- 7. From Depth Data to Head Pose Estimation: a Siamese approach----論文閱讀筆記
- 8. Global Sparse Momentum SGD for Pruning Very Deep Neural Networks 論文閱讀筆記
- 9. 文獻閱讀 - A Discriminative Feature Learning Approach for Deep Face Recognition
- 10. 論文閱讀理解 - CenterLoss: A Discriminative Feature Learning Approach