本仓库用于存放论文

分类

                           

简称	论文名	发表日期、刊名	本地链接	站外链接
VGG	'Very Deep Convolutional Networks for Large-Scale Image Recognition.pdf'	2014 arXiv	链接
双线性CNN模型细粒度物体识别	'Bilinear CNN Models for Fine-grained Visual Recognition.pdf'	2015 ICCV	链接
Recurrent Neural Network	'ReNet: A Recurrent Neural Network Based Alternative to Convolutional Networks.pdf'	2015 Arxiv	链接	arXiv链接
ResNets	'Deep Residual Learning for Image Recognition.pdf'	2016 CVPR	链接
密集连接	'Densely Connected Convolutional Networks.pdf'	2016 CVPR	链接
MobileNets	'MobileNets Efficient Convolutional Neural Networks for Mobile Vision Applications.pdf'	2016 arXiv	链接
双线性CNN模型细粒度物体识别	'Bilinear CNNs for Fine-grained Visual Recognition.pdf'	2017 ArXiv	链接

检测

               

简称	论文名	发表日期、刊名	论文链接	站外链接
RCNN	'RCNN Rich feature hierarchies for accurate object detection and semantic segmentation.pdf'	2014 CVPR	链接
Fast R-CNN	'Fast R-CNN.pdf'	2015 CVPR	链接
Faster R-CNN	'Faster R-CNN Towards Real-Time Object Detection with Region Proposal Networks.pdf'	2015 IEEE Transactions on Pattern Analysis and Machine Intelligence	链接
SSD	'SSD Single Shot MultiBox Detector.pdf'	2016 ECCV	链接

语义分割

                                       

简称	描述	发表日期、刊名	论文链接	站外链接
反卷积网络	'Deconvolutional Networks.pdf'	2010 CVPR	链接
FCNs	'Fully Convolutional Networks for Semantic Segmentation.pdf'	2015 CVPR	链接
SegNet	'SegNet A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation.pdf'	2015 arXiv	链接
多尺度膨胀卷积	'Multi-Scale Context Aggregation by Dilated Convolutions.pdf'	2015 arXiv	链接
卷积网络+CRFs	'Semantic Image Segmentation with Deep Convolutional Nets and Fully Connected CRFs.pdf'	2015 arXiv	链接
U-Net	'U-Net Convolutional Networks for Biomedical Image Segmentation.pdf'	2015 arXiv	链接
金字塔场景理解	'Pyramid Scene Parsing Network.pdf'	2016 arXiv	链接
RefineNet	'RefineNet Multi-Path Refinement Networks for High-Resolution Semantic Segmentation.pdf'	2016 arXiv	链接
DeepLab语义分割：膨胀卷积+CRFs	'DeepLab Semantic Image Segmentation with Deep Convolutional Nets Atrous Convolution and Fully Connected CRFs.pdf'	2016 arXiv	链接
语义分割综述	'A Review on Deep Learning Techniques Applied to Semantic Segmentation.pdf'	2017 arXiv	链接
Large Kernel Matters	'Large Kernel Matters Improve Semantic Segmentation by Global Convolutional Network.pdf'	2017 arXiv	链接