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Nov, 2015
弱监督深度检测网络
Weakly Supervised Deep Detection Networks
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Hakan Bilen, Andrea Vedaldi
TL;DR
本文探讨探索深度卷积神经网络的力量，提出了一种弱监督的深度检测架构，该架构可以同时进行区域选择和分类，并使用图像分类器训练，从而比实现图像级分类任务的标准数据增强和微调技术更好地学习目标探测器。
Abstract
weakly supervised learning
of
object detection
is an important problem in image understanding that still does not have a satisfactory solution. In this paper, we address this problem by exploiting the power of
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