16 citations · 32 across the 13 of their papers we have counts for
3 papers · 1 filter
TALISMAN: Targeted Active Learning for Object Detection with Rare Classes and Slices using Submodular Mutual Information
Suraj Kothawade, Saikat Ghosh, Sumit Shekhar +2
Deep neural networks based object detectors have shown great success in a variety of domains like autonomous vehicles, biomedical imaging, etc. It is known that their success depen…
OPAD: An Optimized Policy-based Active Learning Framework for Document Content Analysis
Sumit Shekhar, Bhanu Prakash Reddy Guda, Ashutosh Chaubey +2
Documents are central to many business systems, and include forms, reports, contracts, invoices or purchase orders. The information in documents is typically in natural language, b…
COLiER: Collaborative Editing of Raster Images
Ulrike Bath, Sumit Shekhar, Jürgen Döllner +1
Various web-based image-editing tools and web-based collaborative tools exist in isolation. Research focusing to bridge the gap between these two domains is sparse. We respond to t…