5 citations · 5 across the 4 of their papers we have counts for
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cs.LG2020
Single-step Adversarial training with Dropout Scheduling
Vivek B. S., R. Venkatesh Babu
Deep learning models have shown impressive performance across a spectrum of computer vision applications including medical diagnosis and autonomous driving. One of the major concer…
cs.CV2020
Towards Achieving Adversarial Robustness by Enforcing Feature Consistency Across Bit Planes
Sravanti Addepalli, Vivek B. S., Arya Baburaj +2
As humans, we inherently perceive images based on their predominant features, and ignore noise embedded within lower bit planes. On the contrary, Deep Neural Networks are known to…
cs.LG2020★ 5 cited
Regularizers for Single-step Adversarial Training
B. S. Vivek, R. Venkatesh Babu
The progress in the last decade has enabled machine learning models to achieve impressive performance across a wide range of tasks in Computer Vision. However, a plethora of works…