Rémi Kazmierczak

According to our database, Rémi Kazmierczak authored at least 8 papers between 2022 and 2025.

Collaborative distances:

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

2025

Explainability for Vision Foundation Models: A Survey.

Rémi Kazmierczak, Eloïse Berthier, Goran Frehse, Gianni Franchi

CoRR, January, 2025

Explainability and vision foundation models: A survey.

Rémi Kazmierczak, Eloïse Berthier, Goran Frehse, Gianni Franchi

Inf. Fusion, 2025

2024

CLIP-QDA: An Explainable Concept Bottleneck Model.

Rémi Kazmierczak, Eloïse Berthier, Goran Frehse, Gianni Franchi

Trans. Mach. Learn. Res., 2024

Benchmarking XAI Explanations with Human-Aligned Evaluations.

Rémi Kazmierczak, Steve Azzolin, Eloïse Berthier, Anna Hedström, Patricia Delhomme, Nicolas Bousquet, Goran Frehse, Massimiliano Mancini, Baptiste Caramiaux, Andrea Passerini, Gianni Franchi

CoRR, 2024

Learning to generate training datasets for robust semantic segmentation.

Marwane Hariat, Olivier Laurent, Rémi Kazmierczak, Shihao Zhang, Andrei Bursuc, Angela Yao, Gianni Franchi

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

2022

MUAD: Multiple Uncertainties for Autonomous Driving benchmark for multiple uncertainty types and tasks.

Gianni Franchi, Xuanlong Yu, Andrei Bursuc, Rémi Kazmierczak, Séverine Dubuisson, Emanuel Aldea, David Filliat

CoRR, 2022

A study of deep perceptual metrics for image quality assessment.

Rémi Kazmierczak, Gianni Franchi, Nacim Belkhir, Antoine Manzanera, David Filliat

CoRR, 2022

MUAD: Multiple Uncertainties for Autonomous Driving, a benchmark for multiple uncertainty types and tasks.

Gianni Franchi, Xuanlong Yu, Andrei Bursuc, Ángel Tena, Rémi Kazmierczak, Séverine Dubuisson, Emanuel Aldea, David Filliat

Proceedings of the 33rd British Machine Vision Conference 2022, 2022