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Umang Aggarwal
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2020 – today
- 2022
- [b1]Umang Aggarwal:
Active and Incremental Deep learning with class imbalanced data. (Apprentissage profond actif et incrémental avec des données de classes déséquilibrées). University of Paris-Saclay, France, 2022 - [j2]Umang Aggarwal
, Adrian Popescu, Eden Belouadah, Céline Hudelot:
A comparative study of calibration methods for imbalanced class incremental learning. Multim. Tools Appl. 81(14): 19237-19256 (2022) - [c5]Omar Adjali, Fréjus A A Laleye, Umang Aggarwal:
OFU@SMM4H'22: Mining Advent Drug Events Using Pretrained Language Models. SMM4H@COLING 2022: 171-175 - [i4]Umang Aggarwal, Adrian Popescu, Céline Hudelot:
Optimizing Active Learning for Low Annotation Budgets. CoRR abs/2201.07200 (2022) - [i3]Umang Aggarwal, Adrian Popescu, Eden Belouadah, Céline Hudelot:
A Comparative Study of Calibration Methods for Imbalanced Class Incremental Learning. CoRR abs/2202.00386 (2022) - [i2]Umang Aggarwal, Adrian Popescu, Céline Hudelot:
Minority Class Oriented Active Learning for Imbalanced Datasets. CoRR abs/2202.00390 (2022) - 2020
- [c4]Eden Belouadah
Active Class Incremental Learning for Imbalanced Datasets. ECCV Workshops (6) 2020: 146-162 - [c3]Umang Aggarwal, Adrian Popescu, Céline Hudelot:
Minority Class Oriented Active Learning for Imbalanced Datasets. ICPR 2020: 9920-9927 - [c2]Umang Aggarwal, Adrian Popescu, Céline Hudelot:
Active Learning for Imbalanced Datasets. WACV 2020: 1417-1426 - [i1]Eden Belouadah, Adrian Popescu, Umang Aggarwal, Léo Saci:
Active Class Incremental Learning for Imbalanced Datasets. CoRR abs/2008.10968 (2020)
2010 – 2019
- 2017
- [j1]Umang Aggarwal, Maria Trocan, François-Xavier Coudoux:
An HVS-inspired video deinterlacer based on visual saliency. Vietnam. J. Comput. Sci. 4(1): 61-69 (2017) - 2016
- [c1]Umang Aggarwal, Maria Trocan, François-Xavier Coudoux:
Spectral Saliency-Based Video Deinterlacing. ICCCI (1) 2016: 590-598
Coauthor Index
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