2 citations · 2 across the 5 of their papers we have counts for
9 papers
Unbiased Model Prediction Without Using Protected Attribute Information
Puspita Majumdar, Surbhi Mittal, Saheb Chhabra +2
The problem of bias persists in the deep learning community as models continue to provide disparate performance across different demographic subgroups. Therefore, several algorithm…
Are Face Detection Models Biased?
Surbhi Mittal, Kartik Thakral, Puspita Majumdar +2
The presence of bias in deep models leads to unfair outcomes for certain demographic subgroups. Research in bias focuses primarily on facial recognition and attribute prediction wi…
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,…
Subclass Contrastive Loss for Injured Face Recognition
Puspita Majumdar, Saheb Chhabra, Richa Singh +1
Deaths and injuries are common in road accidents, violence, and natural disaster. In such cases, one of the main tasks of responders is to retrieve the identity of the victims to r…
Multi-Task Driven Explainable Diagnosis of COVID-19 using Chest X-ray Images
Aakarsh Malhotra, Surbhi Mittal, Puspita Majumdar +7
With increasing number of COVID-19 cases globally, all the countries are ramping up the testing numbers. While the RT-PCR kits are available in sufficient quantity in several count…
Data Fine-tuning
Saheb Chhabra, Puspita Majumdar, Mayank Vatsa +1
In real-world applications, commercial off-the-shelf systems are utilized for performing automated facial analysis including face recognition, emotion recognition, and attribute pr…