11 citations · 35 across the 31 of their papers we have counts for
Showing 2020Show all
2 papers · 1 filter
eess.IV2020★ 1 cited
Improving Lesion Detection by exploring bias on Skin Lesion dataset
Anusua Trivedi, Sreya Muppalla, Shreyaan Pathak +4
All datasets contain some biases, often unintentional, due to how they were acquired and annotated. These biases distort machine-learning models' performance, creating spurious cor…
cs.LG2020★ 11 cited
privGAN: Protecting GANs from membership inference attacks at low cost
Sumit Mukherjee, Yixi Xu, Anusua Trivedi +1
Generative Adversarial Networks (GANs) have made releasing of synthetic images a viable approach to share data without releasing the original dataset. It has been shown that such s…