Umang Aggarwal

According to our database, Umang Aggarwal authored at least 9 papers between 2016 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

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

Umang Aggarwal

PhD thesis, 2022

A comparative study of calibration methods for imbalanced class incremental learning.

Umang Aggarwal, Adrian Popescu, Eden Belouadah, Céline Hudelot

Multim. Tools Appl., 2022

Optimizing Active Learning for Low Annotation Budgets.

Umang Aggarwal, Adrian Popescu, Céline Hudelot

CoRR, 2022

OFU@SMM4H'22: Mining Advent Drug Events Using Pretrained Language Models.

Omar Adjali, Fréjus A A Laleye, Umang Aggarwal

Proceedings of The Seventh Workshop on Social Media Mining for Health Applications, 2022

2020

Active Learning for Imbalanced Datasets.

Umang Aggarwal, Adrian Popescu, Céline Hudelot

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

Minority Class Oriented Active Learning for Imbalanced Datasets.

Umang Aggarwal, Adrian Popescu, Céline Hudelot

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Active Class Incremental Learning for Imbalanced Datasets.

Eden Belouadah, Adrian Popescu, Umang Aggarwal, Léo Saci

Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

2017

An HVS-inspired video deinterlacer based on visual saliency.

Umang Aggarwal, Maria Trocan, François-Xavier Coudoux

Vietnam. J. Comput. Sci., 2017

2016

Spectral Saliency-Based Video Deinterlacing.

Umang Aggarwal, Maria Trocan, François-Xavier Coudoux

Proceedings of the Computational Collective Intelligence - 8th International Conference, 2016