[Tue, 21 Jul 2015 ~ Mon, 27 Jul 2015] Deep Learning in arxiv

Compression of Fully-Connected Layer inNeural Network by Kronecker Product

又是一篇压缩网络文章,但没有给出在imagenet上的错误率变化,有待观测。

 

 

Building a Large-scale Multimodal KnowledgeBase for Visual Question Answering


李飞飞视觉QA

[Tue, 21 Jul 2015 ~ Mon, 27 Jul 2015] Deep Learning in arxiv_第1张图片

KB示意图


系统流程图

 

 

 

Bottom-up and top-down reasoning withconvolutional latent-variable models


双向CNN,单元示意图

[Tue, 21 Jul 2015 ~ Mon, 27 Jul 2015] Deep Learning in arxiv_第2张图片

整体网络结构示意图

 

Deep Fishing: Gradient Features from DeepNets


 [Tue, 21 Jul 2015 ~ Mon, 27 Jul 2015] Deep Learning in arxiv_第3张图片

 

 

Multimodal Deep Learning for Robust RGB-DObject Recognition


继视频、光流双输入后,又一双输入,把CNN改成googlenet或者vgg之后是不是又可以刷一篇?

[Tue, 21 Jul 2015 ~ Mon, 27 Jul 2015] Deep Learning in arxiv_第4张图片

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