Learnable pooling with Context Gating for video classification
来源：互联网 发布：更改防火墙端口 编辑：程序博客网 时间：2024/06/06 05:13
这篇论文是2016年Google Cloud & YouTube-8M Video Understanding Challenge比赛中冠军得主的论文。
文章的两点贡献：
- 融合了VLAD, bag-of-visual-words和Fisher Vector三种编码方式，并且每个都做了一定程度的调整。其中，VLAD改为NetRVLAD, bag-of-visual-words改为Soft-DBoW, Fisher Vector改为NetFV。
- 提出了一个新的非线性的单元 Context Gating (CG)。CG可以捕获特征之间或者标签之间的依赖性。具体的还要再看一下再补充。
论文框架：
实验结果：
代码： https://github.com/antoine77340/Youtube-8M-WILLOW
工具：https://github.com/antoine77340/LOUPE.
阅读全文
0 0
- Learnable pooling with Context Gating for video classification
- Deep Learning for Video Classification and Captioning
- Task-Driven Feature Pooling for Image Classification（一种监督的pooling方法——mTDpooling）
- [深度学习论文笔记][Video Classification] Large-scale Video Classification with Convolutional Neural Networks
- non-linear stationary subspace analysis with application to video classification
- Large-scale Video Classification with Convolutional Neural Networks(泛读)
- Large-scale Video Classification with Convolution Neural Networks
- Large-scale Video Classification with Convolutional Neural Networks
- 【论文学习】Large-scale Video Classification with Convolutional Neural Networks
- Beyond Short Snippets: Deep Networks for Video Classification
- 论文笔记--Appearance-and-Relation Networks for Video Classification
- [深度学习论文笔记][Video Classification] Delving Deeper into Convolutional Networks for Learning Video Repre
- READING NOTE: Inside-Outside Net: Detecting Objects in Context with Skip Pooling and Recurrent Neura
- 论文笔记 | Inside-Outside Net: Detecting Objects in Context with Skip Pooling and Recurrent Neural Netwo
- 论文《Inside-Outside Net: Detecting Objects in Context with skip pooling and Recurrent Neural Networks》
- Deep Residual Networks for Image Classification with Python + NumPy
- [深度学习论文笔记][Video Classification] Learning Spatiotemporal Features with 3D Convolutional Networks
- CV论文笔记（二） Large-scale Video Classification with Convolutional Neural Networks
- POJ 1515 浅谈无向图边双连通分量Tarjan求法
- 不同BIOS下的U盘启动设置方法
- Matlab 的动态曲线绘图
- 基于VC 6.0 开发的MFC程序如何在文件资源管理器中浏览并选中操作文件
- Qt之右键弹出菜单
- Learnable pooling with Context Gating for video classification
- HDU 5143 NPY and arithmetic progression 思维+枚举
- 在结构体中内存对齐的规则及其重要性
- 机器学习——感知机与神经网络
- [转] 凸包求解算法
- 快速排序
- String
- 19、js三块、弹出框、open、close、定时器
- java开发 10.1/10.2/10.3
