2 citations · 2 across the 4 of their papers we have counts for
4 papers · 1 filter
Anatomizing Bias in Facial Analysis
Richa Singh, Puspita Majumdar, Surbhi Mittal +1
Existing facial analysis systems have been shown to yield biased results against certain demographic subgroups. Due to its impact on society, it has become imperative to ensure tha…
Unravelling the Effect of Image Distortions for Biased Prediction of Pre-trained Face Recognition Models
Puspita Majumdar, Surbhi Mittal, Richa Singh +1
Identifying and mitigating bias in deep learning algorithms has gained significant popularity in the past few years due to its impact on the society. Researchers argue that models…
Indian Masked Faces in the Wild Dataset
Shiksha Mishra, Puspita Majumdar, Richa Singh +1
Due to the COVID-19 pandemic, wearing face masks has become a mandate in public places worldwide. Face masks occlude a significant portion of the facial region. Additionally, peopl…
Class Equilibrium using Coulomb's Law
Saheb Chhabra, Puspita Majumdar, Mayank Vatsa +1
Projection algorithms learn a transformation function to project the data from input space to the feature space, with the objective of increasing the inter-class distance. However,…