Invariance Testing and Feature Selection Using Sparse Linear Layers

Author:

Liao Zukang1,Cheung Michael2

Affiliation:

1. University of Oxford, Oxford, United Kingdom

2. Oracle Corporation, San Francisco, CA, USA

Publisher

ACM

Reference39 articles.

1. Why do deep convolutional networks generalize so poorly to small image transformations;Azulay Aharon;Journal of Machine Learning Research,2019

2. Nicholas Carlini and David Wagner . 2017. Towards evaluating the robustness of neural networks. In 2017 ieee symposium on security and privacy (sp) . IEEE , 39--57. Nicholas Carlini and David Wagner. 2017. Towards evaluating the robustness of neural networks. In 2017 ieee symposium on security and privacy (sp). IEEE, 39--57.

3. Survey on SVM and their application in image classification

4. A group-theoretic framework for data augmentation;Chen Shuxiao;Journal of Machine Learning Research,2020

5. Kevin Crowston . 2012. Amazon mechanical turk: A research tool for organizations and information systems scholars . In Shaping the future of ict research. methods and approaches . Springer , 210--221. Kevin Crowston. 2012. Amazon mechanical turk: A research tool for organizations and information systems scholars. In Shaping the future of ict research. methods and approaches. Springer, 210--221.

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