【论文阅读笔记】Auto-DeepLab: Hierarchical Neural Architecture Search for Semantic Image Segmentation
abstract 本文首次将NAS(Neural Architecture Search 神经架构搜索)应用到语义分割领域。 NAS 在大规模图像分类问题上，NAS定义的神经网络框架的表现已经超过了人类设计的网络。在本篇论文中我们研究把NAS应用于语义分割上。 motivation 现有的研究通常注重搜索可重复的单元结构，而用人工设计外部网络结构来控制空间分辨率变化。这样做简化了搜索空间，但对于表
相关文章
- 1. 论文笔记：Auto-DeepLab: Hierarchical Neural Architecture Search for Semantic Image Segmentation
- 2. [语义分割] Auto-DeepLab: Hierarchical Neural Architecture Search for Semantic Image Segmentation
- 3. 论文笔记：Fast Neural Architecture Search of Compact Semantic Segmentation Models via Auxiliary Cells
- 4. 论文阅读：ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation
- 5. 【阅读笔记】《ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation》
- 6. 【论文阅读】2020.CVPR.C2FNAS Coarse-to-Fine Neural Architecture Search for 3D Medical Image Segmentation
- 7. 论文阅读笔记：《SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation》
- 8. 《ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation》论文笔记
- 9. 论文阅读笔记（五十四）：V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation
- 10. 论文阅读：《DeepLab-v2: Semantic Image Segmentation 》
- 更多相关文章...
- • RSS 阅读器 - RSS 教程
- • PHP 实例 - AJAX RSS 阅读器 - PHP教程
- • Tomcat学习笔记（史上最全tomcat学习笔记）
- • JDK13 GA发布：5大特性解读
相关标签/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。
欢迎关注本站公众号,获取更多信息
相关文章
- 1. 论文笔记：Auto-DeepLab: Hierarchical Neural Architecture Search for Semantic Image Segmentation
- 2. [语义分割] Auto-DeepLab: Hierarchical Neural Architecture Search for Semantic Image Segmentation
- 3. 论文笔记：Fast Neural Architecture Search of Compact Semantic Segmentation Models via Auxiliary Cells
- 4. 论文阅读：ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation
- 5. 【阅读笔记】《ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation》
- 6. 【论文阅读】2020.CVPR.C2FNAS Coarse-to-Fine Neural Architecture Search for 3D Medical Image Segmentation
- 7. 论文阅读笔记：《SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation》
- 8. 《ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation》论文笔记
- 9. 论文阅读笔记（五十四）：V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation
- 10. 论文阅读：《DeepLab-v2: Semantic Image Segmentation 》