CVPR2019| 12篇CVPR论文开源代码(DeepFashion2/语义分割/人脸数据集基准等)

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前段时间,计算机视觉顶会CVPR 2019 公布了接收结果,极市也对此做了相关报道: 1300篇!CVPR2019接收结果公布,你中了吗? 。目前官方已公布了接收论文列表,极市已汇总目前公开的所有论文链接及code(目前已更新666篇),今日更新论文如下:

CVPR2019 全部论文汇总:

https://github.com/extreme-assistant/cvpr2019

CVPR2019 论文解读

http://bbs.cvmart.net/topics/287/cvpr201 9

1.DeepSDF: Learning Continuous Signed Distance Functions for Shape Representation

DeepSDF:学习形状表示的连续符号距离函数

作者:Jeong Joon Park, Peter Florence, Julian Straub, Richard Newcombe, Steven Lovegrove

https://arxiv.org/abs/1901.05103
源码链接: https://github.com/Oktosha/DeepSDF-explained

2.Learning Implicit Fields for Generative Shape Modeling

生成形状建模的学习隐式字段

作者:Zhiqin Chen, Hao Zhang

https://arxiv.org/abs/1812.02822

源码链接:

https://github.com/czq142857/implicit-decoder 3.Occupancy Networks: Learning 3D Reconstruction in Function Space

Occupancy Networks:学习功能空间中的三维重建

作者:Lars Mescheder and Michael Oechsle and Michael Niemeyer and Sebastian Nowozin and Andreas Geiger
论文链接:

https://avg.is.tuebingen.mpg.de/publications/occupancy-networks

源码链接:

https://github.com/autonomousvision/occupancy_networks 4.A Style-Based Generator Architecture for Generative Adversarial Networks

基于样式的生成对抗网络生成器体系结构

作者:Tero Karras (NVIDIA), Samuli Laine (NVIDIA), Timo Aila (NVIDIA)

http://stylegan.xyz/paper
源码链接: https://github.com/NVlabs/stylegan

5.Auto-DeepLab: Hierarchical Neural Architecture Search for Semantic Image Segmentation(Oral) Auto-DeepLab:分层神经架构搜索语义图像分割

作者:Peng Zhang, Fuhao Zou, Zhiwen Wu, Nengli Dai, Skarpness Mark, Michael Fu, Juan Zhao, Kai Li

https://arxiv.org/abs/1901.02985

源码链接:

https://github.com/tensorflow/models/tree/master/research/deeplab

6.FeatherNets: Convolutional Neural Networks as Light as Feather for Face Anti-spoofing

FeatherNets:卷积神经网络像面部反欺骗一样轻盈

作者:Peng Zhang, Fuhao Zou, Zhiwen Wu, Nengli Dai, Skarpness Mark, Michael Fu, Juan Zhao, Kai Li

https://arxiv.org/abs/1904.09290

源码链接:

https://github.com/SoftwareGift/FeatherNets_Face-Anti-spoofing-Attack-Detection-Challenge-CVPR2019

7.A Dataset and Benchmark for Large-scale Multi-modal Face Anti-spoofing

大型多模式人脸反欺骗的数据集和基准

作者:Sachin Mehta, Mohammad Rastegari, Linda Shapiro, Hannaneh Hajishirzi

https://arxiv.org/abs/1811.11431

源码链接:

https://github.com/sacmehta/ESPNetv2  

8.ESPNetv2: A Light-weight, Power Efficient, and General Purpose Convolutional Neural Network ESPNetv2:轻量级,高效率和通用卷积神经网络

作者:Sachin Mehta, Mohammad Rastegari, Linda Shapiro, Hannaneh Hajishirzi

https://arxiv.org/abs/1811.11431

源码链接:

https://github.com/sacmehta/ESPNetv2

9.ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware

ProxylessNAS:直接神经架构搜索目标任务和硬件

作者:Han Cai, Ligeng Zhu, Song Han

https://arxiv.org/abs/1812.00332
源码链接: https://github.com/MIT-HAN-LAB/ProxylessNAS

10.Bottom-up Object Detection by Grouping Extreme and Center Points

通过分组极端点和中心点进行底部物体检测

作者:Xingyi Zhou, Jiacheng Zhuo, Philipp Krähenbühl

https://arxiv.org/abs/1901.08043

源码链接:

https://github.com/xingyizhou/ExtremeNet

11.DeepFashion2: A Versatile Benchmark for Detection, Pose Estimation, Segmentation and Re-Identification of Clothing Images

DeepFashion2:用于服装图像的检测,姿势估计,分割和重新识别的多功能基准

作者:Yuying Ge, Ruimao Zhang, Lingyun Wu, Xiaogang Wang, Xiaoou Tang, Ping Luo

论文链接:

https://arxiv.org/abs/1901.07973 源码链接:
https://github.com/switchablenorms/DeepFashion2

12.Detect-to-Retrieve: Efficient Regional Aggregation for Image Search

Detect-to-Retrieve:图像搜索的高效区域聚合

作者:Marvin Teichmann, Andre Araujo, Menglong Zhu, Jack Sim

论文链接:

https://arxiv.org/abs/1812.01584 源码链接:

https://github.com/tensorflow/models/tree/master/research/delf  

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