no code implementations • 17 Jun 2022 • Suraj Kothawade, Shivang Chopra, Saikat Ghosh, Rishabh Iyer
Most approaches assume access to a seed set of instances which contain these rare data instances.
1 code implementation • 30 Nov 2021 • Suraj Kothawade, Saikat Ghosh, Sumit Shekhar, Yu Xiang, Rishabh Iyer
We propose TALISMAN, a novel framework for Targeted Active Learning or object detectIon with rare slices using Submodular MutuAl iNformation.