19.md

2018-11-19

这篇文章介绍12篇论文，涉及CNN、Face、3D、OCR、GAN和目标检测等方向。

CNN

《GPipe: Efficient Training of Giant Neural Networks using Pipeline Parallelism》

arXiv：https://arxiv.org/abs/1811.06965

《Residual Convolutional Neural Network Revisited with Active Weighted Mapping》

arXiv：https://arxiv.org/abs/1811.06878

注：咦，给ResNet加权重！

《DropFilter: A Novel Regularization Method for Learning Convolutional Neural Networks》

submitted to CVPR19

arXiv：https://arxiv.org/abs/1811.06783

Face

《Image Pre-processing Using OpenCV Library on MORPH-II Face Database》

arXiv：https://arxiv.org/abs/1811.06934

3D

《The Perfect Match: 3D Point Cloud Matching with Smoothed Densities》

arXiv：https://arxiv.org/abs/1811.06879

目标检测

《DeRPN: Taking a further step toward more general object detection》

AAAI 2019

arXiv：https://arxiv.org/abs/1811.06700

github：https://github.com/HCIILAB/DeRPN

《Improving Fingerprint Pore Detection with a Small FCN》

arXiv：https://arxiv.org/abs/1811.06846

github：https://github.com/gdahia/fingerprint-pore-detection

注：NB，指纹孔都能检测，密集恐惧症者勿入！

《Detecting The Objects on The Road Using Modular Lightweight Network》

arXiv：https://arxiv.org/abs/1811.06641

GAN

《Conditional GANs for Multi-Illuminant Color Constancy: Revolution or Yet Another Approach?》

arXiv：https://arxiv.org/abs/1811.06604

Other

《Automatic Paper Summary Generation from Visual and Textual Information》

ICMV 2018

arXiv：https://arxiv.org/abs/1811.06943

github：https://cvpaperchallenge.github.io/AutoPaperSummaryGen/

注：自动生成论文概要！这么NB的么！

《Anomaly Detection using Deep Learning based Image Completion》

ICMLA 2018

arXiv：https://arxiv.org/abs/1811.06861

《Ground Plane Polling for 6DoF Pose Estimation of Objects on the Road》

arXiv：https://arxiv.org/abs/1811.06666