Concepedia

Antoine Saporta

AS

Statistics

Publications

3

Citations

95

H-Index

3

Active since

2020

Affiliations

Valeo (France)(Current)

Sorbonne Université

Antoine Saporta is an author at Valeo (France) specializing in transfer learning, machine vision, and computer vision.

Top concepts

EngineeringData ScienceDeep LearningMachine VisionComputer VisionComputer ScienceMachine LearningDomain AdaptationTransfer LearningMulti-task Learning

Publications per year

2020–2022

3

Publications

3

Multi-Target Adversarial Frameworks for Domain Adaptation in Semantic Segmentation

Antoine Saporta, Tuan-Hung Vu, Matthieu Cord et al. · 2021 IEEE/CVF International Conference on Computer Vision (ICCV) · 2021 · 44 citations · Full text

Artificial Intelligence, Natural Language Processing, Multi-target Adversarial Frameworks +15

ESL: Entropy-guided Self-supervised Learning for Domain Adaptation in\n Semantic Segmentation

Antoine Saporta, Tuan-Hung Vu, Matthieu Cord et al. · arXiv (Cornell University) · 2020 · 33 citations · Full text

Multi-Head Distillation for Continual Unsupervised Domain Adaptation in Semantic Segmentation

Antoine Saporta, Arthur Douillard, Tuan-Hung Vu et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) · 2022 · 18 citations

Engineering, Machine Learning, Image Analysis +17

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