Spectral Saliency-Based Video Deinterlacing. - Umang Aggarwal; Maria Trocan; François-Xavier Coudoux (ICCCI (1), 2016)

An HVS-inspired video deinterlacer based on visual saliency. - Umang Aggarwal; Maria Trocan; François-Xavier Coudoux (Vietnam. J. Comput. Sci., 2017)

Active Class Incremental Learning for Imbalanced Datasets. - Eden Belouadah; Adrian Popescu 001; Umang Aggarwal; Léo Saci (ECCV Workshops (6), 2020)

Minority Class Oriented Active Learning for Imbalanced Datasets. - Umang Aggarwal; Adrian Popescu 001; Céline Hudelot (ICPR, 2020)

Active Learning for Imbalanced Datasets. - Umang Aggarwal; Adrian Popescu 001; Céline Hudelot (WACV, 2020)

OFU@SMM4H'22: Mining Advent Drug Events Using Pretrained Language Models. - Omar Adjali; Fréjus A A Laleye; Umang Aggarwal (SMM4H@COLING, 2022)

Optimizing Active Learning for Low Annotation Budgets. - Umang Aggarwal; Adrian Popescu 001; Céline Hudelot (CoRR, 2022)

A comparative study of calibration methods for imbalanced class incremental learning. - Umang Aggarwal; Adrian Popescu 001; Eden Belouadah; Céline Hudelot (Multim. Tools Appl., 2022)

Active and Incremental Deep learning with class imbalanced data. (Apprentissage profond actif et incrémental avec des données de classes déséquilibrées). - Umang Aggarwal (2022)