Sebastien Deschamps

According to our database, Sebastien Deschamps authored at least 13 papers between 2021 and 2023.

Collaborative distances:

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

2023

Apprentissage actif profond pour la reconnaissance visuelle à partir de peu d'exemples. (Deep Active Learning for Visual Recognition with Few Examples).

Sebastien Deschamps

PhD thesis, 2023

Frugal Satellite Image Change Detection with Deep-Net Inversion.

Hichem Sahbi, Sebastien Deschamps

CoRR, 2023

Deep-Net Inversion for Frugal Satellite Image Change Detection.

Hichem Sahbi, Sebastien Deschamps

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Adversarial Label-Efficient Satellite Image Change Detection.

Hichem Sahbi, Sebastien Deschamps

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022

Adversarial Virtual Exemplar Learning for Label-Frugal Satellite Image Change Detection.

Hichem Sahbi, Sebastien Deschamps

CoRR, 2022

Frugal Reinforcement-based Active Learning.

Sebastien Deschamps, Hichem Sahbi

CoRR, 2022

Reinforcement-based frugal learning for satellite image change detection.

Sebastien Deschamps, Hichem Sahbi

CoRR, 2022

Frugal Learning of Virtual Exemplars for Label-Efficient Satellite Image Change Detection.

Hichem Sahbi, Sebastien Deschamps

CoRR, 2022

Learning Virtual Exemplars for Label-Efficient Satellite Image Change Detection.

Hichem Sahbi, Sebastien Deschamps

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Reinforcement-Based Frugal Learning for Interactive Satellite Image Change Detection.

Sebastien Deschamps, Hichem Sahbi

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Reinforcement-based Display Selection for Frugal Learning.

Sebastien Deschamps, Hichem Sahbi

Proceedings of the 26th International Conference on Pattern Recognition, 2022

2021

Active learning for interactive satellite image change detection.

Hichem Sahbi, Sebastien Deschamps, Andrei Stoian

CoRR, 2021

Frugal Learning for Interactive Satellite Image Change Detection.

Hichem Sahbi, Sebastien Deschamps, Andrei Stoian

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021