Umang Aggarwal

Publication Activity (10 Years)

Years Active: 2016-2022
Publications (10 Years): 11

Top Topics

Imbalanced Datasets

Active Learning

Incremental Learning

Imbalanced Class Distribution

Top Venues

Multim. Tools Appl.

Publications

Umang Aggarwal, Adrian Popescu, Céline Hudelot
Optimizing Active Learning for Low Annotation Budgets. CoRR (2022)
Umang Aggarwal, Adrian Popescu, Eden Belouadah, Céline Hudelot
A comparative study of calibration methods for imbalanced class incremental learning. Multim. Tools Appl. 81 (14) (2022)
Umang Aggarwal, Adrian Popescu, Eden Belouadah, Céline Hudelot
A Comparative Study of Calibration Methods for Imbalanced Class Incremental Learning. CoRR (2022)
Omar Adjali, Fréjus A A Laleye, Umang Aggarwal
OFU@SMM4H'22: Mining Advent Drug Events Using Pretrained Language Models. SMM4H@COLING (2022)
Umang Aggarwal, Adrian Popescu, Céline Hudelot
Minority Class Oriented Active Learning for Imbalanced Datasets. CoRR (2022)
Eden Belouadah, Adrian Popescu, Umang Aggarwal, Léo Saci
Active Class Incremental Learning for Imbalanced Datasets. ECCV Workshops (6) (2020)
Eden Belouadah, Adrian Popescu, Umang Aggarwal, Léo Saci
Active Class Incremental Learning for Imbalanced Datasets. CoRR (2020)
Umang Aggarwal, Adrian Popescu, Céline Hudelot
Minority Class Oriented Active Learning for Imbalanced Datasets. ICPR (2020)
Umang Aggarwal, Adrian Popescu, Céline Hudelot
Active Learning for Imbalanced Datasets. WACV (2020)
Umang Aggarwal, Maria Trocan, François-Xavier Coudoux
An HVS-inspired video deinterlacer based on visual saliency. Vietnam. J. Comput. Sci. 4 (1) (2017)
Umang Aggarwal, Maria Trocan, François-Xavier Coudoux
Spectral Saliency-Based Video Deinterlacing. ICCCI (1) (2016)