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Abhishek Mandal

Bias and imbalance in deep neural networks used in computer vision applications.

About the work

Working with Women at the Table and Thoughtworks India to create G-app: an application to analyse and provide insights into the role and participation of women in various international conferences.

Impact

G-app will use natural language processing technologies to extract meaningful insights from the statements given at various international forums and combine them with insights from demographic data to generate actionable intelligence. This will allow researchers to gain cultural and social insights about themes such as active participation in debate gender-wise, topics discussed by region, and so on.