23 citations · 23 across the 2 of their papers we have counts for
2 papers
cs.CV2021
Does Data Repair Lead to Fair Models? Curating Contextually Fair Data To Reduce Model Bias
Sharat Agarwal, Sumanyu Muku, Saket Anand +1
Contextual information is a valuable cue for Deep Neural Networks (DNNs) to learn better representations and improve accuracy. However, co-occurrence bias in the training dataset m…
cs.LG2019★ 23 cited
A Survey of Black-Box Adversarial Attacks on Computer Vision Models
Siddhant Bhambri, Sumanyu Muku, Avinash Tulasi +1
Machine learning has seen tremendous advances in the past few years, which has lead to deep learning models being deployed in varied applications of day-to-day life. Attacks on suc…