面试知识点

论文篇

精 YOLO系列介绍

C++篇

精 C++中的虚函数(表)实现机制以及用C语言对其进行的模拟实现

精 C++的虚函数和虚指针

机器学习篇

逻辑回归

GBDT的介绍

RF、GBDT、XGBoost常见面试题整理

优化器的内容

PCA详解

Paper Reading

Saliency Detection

2019

CCF-A

精[CVPR] Pyramid Feature Attention Network for Saliency detection 阅读笔记

[CVPR] DeepCO3: Deep Instance Co-Segmentation by Co-Peak Search and Co-Saliency Detection

精[IJCAI] Deep Light-field-driven Saliency Detection from a Single View 阅读笔记

CCF-B

精[ICASSP] Learning the Spiral Sharing Network with Minimum Salient Region Regression for Saliency Detection 阅读笔记

CCF-C

[ICIP] Multi-Level Model for Video Saliency Detection

[ICIP] Saliency Detection via Topological Feature Modulated Deep Learning

[ICIP] Two-Stream Refinement Network for RGB-D Saliency Detection

2018

CCF-A

精[CVPR] PiCANet: Learning Pixel-wise Contextual Attention for Saliency Detection

精[CVPR] Salient Object Detection Driven by Fixation Prediction

精[IJCAI] R3Net : Recurrent Residual Refinement Network for Saliency Detection 阅读笔记

CCF-B

精[ICME] Saliency Detection by Deep Network with Boundary Refinement and Global Context 阅读笔记

[ICME] Co-Saliency Detection via Hierarchical Consistency Measure

[ICASSP] Signboard Saliency Detection in Street Videos

2017

CCF-A

精[ICCV] Delving into Salient Object Subitizing and Detection

2016

CCF-A

[CVPR] DHSNet: Deep Hierarchical Saliency Network for Salient Object Detection

[CVPR] Recurrent Attentional Networks for Saliency Detection