2 citations · 2 across the 2 of their papers we have counts for
3 papers
Finding High-Value Training Data Subset through Differentiable Convex Programming
Soumi Das, Arshdeep Singh, Saptarshi Chatterjee +2
Finding valuable training data points for deep neural networks has been a core research challenge with many applications. In recent years, various techniques for calculating the "v…
Convex Online Video Frame Subset Selection using Multiple Criteria for Data Efficient Autonomous Driving
Soumi Das, Harikrishna Patibandla, Suparna Bhattacharya +3
Training vision-based Urban Autonomous driving models is a challenging problem, which is highly researched in recent times. Training such models is a data-intensive task requiring…
Map Enhanced Route Travel Time Prediction using Deep Neural Networks
Soumi Das, Rajath Nandan Kalava, Kolli Kiran Kumar +4
Travel time estimation is a fundamental problem in transportation science with extensive literature. The study of these techniques has intensified due to availability of many publi…