4 citations · 4 across the 2 of their papers we have counts for
2 papers
cs.LG2021
Robustness of Bayesian Neural Networks to White-Box Adversarial Attacks
Adaku Uchendu, Daniel Campoy, Christopher Menart +1
Bayesian Neural Networks (BNNs), unlike Traditional Neural Networks (TNNs) are robust and adept at handling adversarial attacks by incorporating randomness. This randomness improve…
cs.CV2018★ 4 cited
A Classification Refinement Strategy for Semantic Segmentation
James W. Davis, Christopher Menart, Muhammad Akbar +1
Based on the observation that semantic segmentation errors are partially predictable, we propose a compact formulation using confusion statistics of the trained classifier to refin…