A New Method to Visualize Deep Neural Networks

Explaining classifications for individual instances

Robnik-Šikonja, Marko and Kononenko, Igor · 2008

Earlier work this paper cites.

Visualizing higher-layer features of a deep network

Erhan, Dumitru, Bengio, Yoshua, Courville, Aaron, and Vincent, Pascal · 2009

Earlier work this paper cites.

Imagenet classification with deep convolutional neural networks

Krizhevsky, Alex, Sutskever, Ilya, and Hinton, Geoffrey E · 2012

Earlier work this paper cites.

Deep inside convolutional networks: Visualising image classification models and saliency maps

Original

Simonyan, Karen, Vedaldi, Andrea, and Zisserman, Andrew · 2013

Earlier work this paper cites.

Caffe: Convolutional architecture for fast feature embedding

Original

Jia, Yangqing, Shelhamer, Evan, Donahue, Jeff, Karayev, Sergey, Long, Jonathan, Girshick, Ross, Guadarrama, Sergio, and Darrell, Trevor · 2014

Cited alongside, same era.

Very deep convolutional networks for large-scale image recognition

Original

Simonyan, Karen and Zisserman, Andrew · 2014

Cited alongside, same era.

Visualizing and understanding convolutional networks

Zeiler, Matthew D and Fergus, Rob · 2014

Cited alongside, same era.

Object detectors emerge in deep scene cnns

Original

Zhou, Bolei, Khosla, Aditya, Lapedriza, Agata, Oliva, Aude, and Torralba, Antonio · 2014

Cited alongside, same era.

ImageNet Large Scale Visual Recognition Challenge

Russakovsky, Olga, Deng, Jia, Su, Hao, Krause, Jonathan, Satheesh, Sanjeev, Ma, Sean, Huang, Zhiheng, Karpathy, Andrej, Khosla, Aditya, Bernstein, Michael, Berg, Alexander C., and Fei-Fei, Li · 2015

Later among the works it cites.

Going deeper with convolutions

Szegedy, Christian, Liu, Wei, Jia, Yangqing, Sermanet, Pierre, Reed, Scott, Anguelov, Dragomir, Erhan, Dumitru, Vanhoucke, Vincent, and Rabinovich, Andrew · 2015

Later among the works it cites.

Understanding neural networks through deep visualization

Original

Yosinski, Jason, Clune, Jeff, Nguyen, Anh, Fuchs, Thomas, and Lipson, Hod · 2015

Later among the works it cites.