Antoine Saporta

According to our database, Antoine Saporta authored at least 7 papers between 2019 and 2022.

Collaborative distances:

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

2022

Domain Adaptation for Urban Scene Segmentation. (Adaptation de domaine pour la segmentation de scènes urbaines).

Antoine Saporta

PhD thesis, 2022

Confidence Estimation via Auxiliary Models.

Charles Corbière, Nicolas Thome, Antoine Saporta, Tuan-Hung Vu, Matthieu Cord, Patrick Pérez

IEEE Trans. Pattern Anal. Mach. Intell., 2022

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

Antoine Saporta, Arthur Douillard, Tuan-Hung Vu, Patrick Pérez, Matthieu Cord

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2021

Multi-Target Adversarial Frameworks for Domain Adaptation in Semantic Segmentation.

Antoine Saporta, Tuan-Hung Vu, Matthieu Cord, Patrick Pérez

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

2020

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

Antoine Saporta, Tuan-Hung Vu, Matthieu Cord, Patrick Pérez

CoRR, 2020

2019

Reve: Regularizing Deep Learning with Variational Entropy Bound.

Antoine Saporta, Yifu Chen, Michaël Blot, Matthieu Cord

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Delving Deep into Interpreting Neural Nets with Piece-Wise Affine Representation.

Yifu Chen, Antoine Saporta, Arnaud Dapogny, Matthieu Cord

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019