Delving Deep into Interpreting Neural Nets with Piece-Wise Affine Representation. - Yifu Chen; Antoine Saporta; Arnaud Dapogny; Matthieu Cord (ICIP, 2019)

Reve: Regularizing Deep Learning with Variational Entropy Bound. - Antoine Saporta; Yifu Chen; Michaël Blot; Matthieu Cord (ICIP, 2019)

ESL: Entropy-guided Self-supervised Learning for Domain Adaptation in Semantic Segmentation. - Antoine Saporta; Tuan-Hung Vu; Matthieu Cord; Patrick Pérez (CoRR, 2020)

Multi-Target Adversarial Frameworks for Domain Adaptation in Semantic Segmentation. - Antoine Saporta; Tuan-Hung Vu; Matthieu Cord; Patrick Pérez (ICCV, 2021)

Multi-Head Distillation for Continual Unsupervised Domain Adaptation in Semantic Segmentation. - Antoine Saporta; Arthur Douillard; Tuan-Hung Vu; Patrick Pérez; Matthieu Cord (CVPR Workshops, 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)

Domain Adaptation for Urban Scene Segmentation. (Adaptation de domaine pour la segmentation de scènes urbaines). - Antoine Saporta (2022)