96 citations · 234 across the 10 of their papers we have counts for
10 papers
FormBharo: Designing and Evaluating a Voice Agent for Conversational Form Filling in Rural India
Aman Dalmia, Sanskriti Midha, Jigar Doshi
In India, almost every social benefit starts with a form, yet the people who need these benefits most are often unable to read or write. Reaching them requires a spoken conversatio…
NurtureNet: A Multi-task Video-based Approach for Newborn Anthropometry
Yash Khandelwal, Mayur Arvind, Sriram Kumar +17
Malnutrition among newborns is a top public health concern in developing countries. Identification and subsequent growth monitoring are key to successful interventions. However, th…
BOLLWM: A real-world dataset for bollworm pest monitoring from cotton fields in India
Jerome White, Chandan Agrawal, Anmol Ojha +3
This paper presents a dataset of agricultural pest images captured over five years by thousands of small holder farmers and farming extension workers across India. The dataset has…
A Case for Rejection in Low Resource ML Deployment
Jerome White, Pulkit Madaan, Nikhil Shenoy +3
Building reliable AI decision support systems requires a robust set of data on which to train models; both with respect to quantity and diversity. Obtaining such datasets can be di…
Impact of data-splits on generalization: Identifying COVID-19 from cough and context
Makkunda Sharma, Nikhil Shenoy, Jigar Doshi +7
Rapidly scaling screening, testing and quarantine has shown to be an effective strategy to combat the COVID-19 pandemic. We consider the application of deep learning techniques to…
Multi-class segmentation under severe class imbalance: A case study in roof damage assessment
Jean-Baptiste Boin, Nat Roth, Jigar Doshi +2
The task of roof damage classification and segmentation from overhead imagery presents unique challenges. In this work we choose to address the challenge posed due to strong class…