2 citations · 3 across the 2 of their papers we have counts for
2 papers
cs.LG2020★ 1 cited
Debiasing Convolutional Neural Networks via Meta Orthogonalization
Kurtis Evan David, Qiang Liu, Ruth Fong
While deep learning models often achieve strong task performance, their successes are hampered by their inability to disentangle spurious correlations from causative factors, such…
stat.ML2019★ 2 cited
GANchors: Realistic Image Perturbation Distributions for Anchors Using Generative Models
Kurtis Evan David, Harrison Keane, Jun Min Noh
We extend and improve the work of Model Agnostic Anchors for explanations on image classification through the use of generative adversarial networks (GANs). Using GANs, we generate…