8 citations · 8 across the 1 of their papers we have counts for
2 papers
cs.CV2019★ 8 cited
Translation Insensitive CNNs
Ganesh Sundaramoorthi, Timothy E. Wang
We address the problem that state-of-the-art Convolution Neural Networks (CNN) classifiers are not invariant to small shifts. The problem can be solved by the removal of sub-sampli…
stat.ML2018
Towards Robust Deep Neural Networks
Timothy E. Wang, Yiming Gu, Dhagash Mehta +2
We investigate the topics of sensitivity and robustness in feedforward and convolutional neural networks. Combining energy landscape techniques developed in computational chemistry…