Architecture                 SemanticCaps 通过Bi-LSTM表征得到的隐层向量经过multi-head后可以得到R个表征             DetectionCaps 这部分和一般的胶囊网络一样,除了loss function中加入了self attention部分                             Zero-shot DetectionCaps     基本过程和DetectionCaps很相似,计算DetectionCap…
Scalable Object Detection using Deep Neural Networks 作者: Dumitru Erhan, Christian Szegedy, Alexander Toshev, and Dragomir Anguelov 引用: Erhan, Dumitru, et al. "Scalable object detection using deep neural networks." Proceedings of the IEEE Confere…
原文:https://arxiv.org/abs/1312.2249…
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks 摘要 最先进的目标检测网络依靠区域提出算法来假设目标的位置.SPPnet[1]和Fast R-CNN[2]等研究已经减少了这些检测网络的运行时间,使得区域提出计算成为一个瓶颈.在这项工作中,我们引入了一个区域提出网络(RPN),该网络与检测网络共享全图像的卷积特征,从而使近乎零成本的区域提出成为可能.RPN是一个全卷积网络,可以同时在每个位…
今天看到一篇关于检测的论文<SqueezeDet: Unified, Small, Low Power Fully Convolutional Neural Networks for Real-Time Object Detection for Autonomous Driving>,论文中的效果还不错,后来查了一下,有一个Tensorflow版本的实现,因此在自己的机器上配置了Tensorflow的环境,然后将其给出的demo跑通了,其中遇到了一些小问题,通过查找网络上的资料解决掉了,在这里…
[论文笔记]Malware Detection with Deep Neural Network Using Process Behavior 论文基本信息 会议: IEEE(2016 IEEE 40th Annual Computer Software and Applications Conference) 单位: Nagoya University(名古屋大学).NTT Secure Platform Laboratories(NTT安全平台实验室) 方法概述 数据:81个恶意软件日志文件…
论文信息 论文标题:Rumor Detection on Twitter with Tree-structured Recursive Neural Networks论文作者:Jing Ma, Wei Gao, Kam-Fai Wong论文来源:ACL,2018论文地址:download 论文代码:download Abstract 本文提出了两种基于自下向上和自上而下的树状结构神经网络的递归神经模型用于谣言表示学习和分类,自然符合推文的传播布局. 1 Introduction Figure 1…
About this Course This course will teach you how to build convolutional neural networks and apply it to image data. Thanks to deep learning, computer vision is working far better than just two years ago, and this is enabling numerous exciting applica…
About this Course This course will teach you the "magic" of getting deep learning to work well. Rather than the deep learning process being a black box, you will understand what drives performance, and be able to more systematically get good res…
About this Course If you want to break into cutting-edge AI, this course will help you do so. Deep learning engineers are highly sought after, and mastering deep learning will give you numerous new career opportunities. Deep learning is also a new "s…