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"au:"Sharat Agarwal"" — arXiv2 Search
Showing 1–5 of 5 results
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Oct 13, 2022
Reducing Annotation Effort by Identifying and Labeling Contextually Diverse Classes for Semantic Segmentation Under Domain Shift
Oct 20, 2021
Does Data Repair Lead to Fair Models? Curating Contextually Fair Data To Reduce Model Bias
Nov 4, 2024
Exploiting Contextual Uncertainty of Visual Data for Efficient Training of Deep Models
Aug 13, 2020
Contextual Diversity for Active Learning
Oct 10, 2025
Reliable Active Learning from Unreliable Labels via Neural Collapse Geometry