CVPR2019| 04-17更新17篇论文及代码（目标检测、语义分割、损失函数、姿态估计等）

2019 年 4 月 17 日 极市平台

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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？。目前官方只公布了接收论文ID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459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/cvpr2019

1.Generalized Zero- and Few-Shot Learning via Aligned Variational Autoencoders
作者：Edgar Schönfeld, Sayna Ebrahimi, Samarth Sinha, Trevor Darrell, Zeynep Akata
论文链接：https://arxiv.org/abs/1812.01784
源码链接：

https://github.com/edgarschnfld/CADA-VAE-PyTorch

2.PointRCNN: 3D Object Proposal Generation and Detection from Point Cloud
作者：Shaoshuai Shi, Xiaogang Wang, Hongsheng Li
论文链接：https://arxiv.org/abs/1812.04244
源码链接：

https://github.com/sshaoshuai/PointRCNN

3.FSA-Net: Learning Fine-Grained Structure Aggregation for Head Pose Estimation from a Single Image
作者：Tsun-Yi Yang, Yi-Ting Chen, Yen-Yu Lin, and Yung-Yu Chuang
论文链接：https://github.com/shamangary/FSA-Net/blob/master/0191.pdf
源码链接：https://github.com/shamangary/FSA-Net

4.Learning Attraction Field Representation for Robust Line Segment Detection
作者：Nan Xue, Song Bai, Fudong Wang, Gui-Song Xia, Tianfu Wu, Liangpei Zhang
论文链接：https://arxiv.org/abs/1812.02122
源码链接：

https://github.com/cherubicXN/afm_cvpr2019

5.DFANet：Deep Feature Aggregation for Real-Time Semantic Segmentation（旷视）
作者：Hanchao Li, Pengfei Xiong,Haoqiang Fan,Jian Sun
论文链接：https://share.weiyun.com/5NgHbWH

6.Live Reconstruction of Large-Scale Dynamic Outdoor Worlds
作者：Ondrej Miksik, Vibhav Vineet
论文链接：https://arxiv.org/abs/1903.06708

7.Automatic adaptation of object detectors to new domains using self-training
作者：Aruni RoyChowdhury, Prithvijit Chakrabarty, Ashish Singh, SouYoung Jin, Huaizu Jiang, Liangliang Cao, Erik Learned-Miller
论文链接：https://arxiv.org/abs/1904.07305

8.A Realistic Dataset and Baseline Temporal Model for Early Drowsiness Detection
作者：Reza Ghoddoosian, Marnim Galib, Vassilis Athitsos
论文链接：https://arxiv.org/abs/1904.07312

9.Exploiting Computation Power of Blockchain for Biomedical Image Segmentation
作者：Boyang Li, Changhao Chenli, Xiaowei Xu, Taeho Jung, Yiyu Shi
论文链接：https://arxiv.org/abs/1904.07349

10.NAS-FPN: Learning Scalable Feature Pyramid Architecture for Object Detection(目标检测)
作者：Golnaz Ghiasi, Tsung-Yi Lin, Ruoming Pang, Quoc V. Le
论文链接：https://arxiv.org/abs/1904.07392

11.A Bayesian Perspective on the Deep Image Prior
作者：Zezhou Cheng, Matheus Gadelha, Subhransu Maji, Daniel Sheldon
论文链接：https://arxiv.org/abs/1904.07457
源码链接：https://github.com/ZezhouCheng/GP-DIP

12.Fashion-AttGAN: Attribute-Aware Fashion Editing with Multi-Objective GAN
作者：Qing Ping, Jiangbo Yuan, Bing Wu, Wanying Ding
论文链接：https://arxiv.org/abs/1904.07460

13.Focus Is All You Need: Loss Functions For Event-based Vision
作者：Guillermo Gallego, Mathias Gehrig, Davide Scaramuzza
论文链接：https://arxiv.org/abs/1904.07235

14.Learning Pyramid-Context Encoder Network for High-Quality Image Inpainting
作者：Yanhong Zeng, Jianlong Fu, Hongyang Chao, Baining Guo
论文链接：https://arxiv.org/abs/1904.07475

15.Relation-Shape Convolutional Neural Network for Point Cloud Analysis
作者：Yongcheng Liu, Bin Fan, Shiming Xiang, Chunhong Pan
论文链接：https://arxiv.org/abs/1904.07601
项目链接：https://yochengliu.github.io/Relation-Shape-CNN/
源码链接：

https://github.com/Yochengliu/Relation-Shape-CNN

16.LBVCNN: Local Binary Volume Convolutional Neural Network for Facial Expression Recognition from Image Sequences(人脸识别)
作者：Sudhakar Kumawat, Manisha Verma, Shanmuganathan Raman
论文链接：https://arxiv.org/abs/1904.07647

17.Semantically Aligned Bias Reducing Zero Shot Learning
作者：Akanksha Paul, Narayanan C. Krishnan, Prateek Munjal
论文链接：https://arxiv.org/abs/1904.07659

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