【论文笔记03】Variational Adversarial Active Learning，ICCV 2019

系列传送

我的论文笔记频道

【Active Learning】
【论文笔记01】Learning Loss for Active Learning, CVPR 2019
【论文笔记02】Active Learning For Convolutional Neural Networks: A Core-Set Approch, ICLR 2018
【论文笔记03】Variational Adversarial Active Learning, ICCV 2019
【论文笔记04】Ranked Batch-Mode Active Learning，ICCV 2016

【Transfer Learning】
【论文笔记05】Active Transfer Learning, IEEE T CIRC SYST VID 2020
【论文笔记06】Domain-Adversarial Training of Neural Networks, JMLR 2016

【Differential Privacy】

【Universum Learning】

VAAL

原文传送《Variational Adversarial Active Learning》
一个很好的b站视频讲解

1 Abstract

2 Introduction

3 Model

3.1

3.2

3.3

Experiments

Reference

[1] Sinha S, Ebrahimi S, Darrell T. Variational adversarial active learning[C]//Proceedings of the IEEE International Conference on Computer Vision. 2019: 5972-5981.
[2] https://openaccess.thecvf.com/content_ICCV_2019/papers/Sinha_Variational_Adversarial_Active_Learning_ICCV_2019_paper.pdf