Rémi Kazmierczak

13 papers A* 1A 2Journal 10
YearRankTypeTitle / Venue / Authors
2026 A* conf
Benchmarking XAI Explanations with Human-Aligned Evaluations.
AAAI
Rémi Kazmierczak, Steve Azzolin, Eloïse Berthier, Anna Hedström, Patricia Delhomme, David Filliat, Nicolas Bousquet, Goran Frehse, Massimiliano Mancini, Baptiste Caramiaux, Andrea Passerini, Gianni Franchi
2026 J jnl
Enhancing Concept Localization in CLIP-based Concept Bottleneck Models.
Trans. Mach. Learn. Res.
Rémi Kazmierczak, Steve Azzolin, Goran Frehse, Eloïse Berthier, Gianni Franchi
2025 J jnl
Enhancing Concept Localization in CLIP-based Concept Bottleneck Models.
CoRR
Rémi Kazmierczak, Steve Azzolin, Eloïse Berthier, Goran Frehse, Gianni Franchi
2025 J jnl
Explainability and vision foundation models: A survey.
Inf. Fusion
Rémi Kazmierczak, Eloïse Berthier, Goran Frehse, Gianni Franchi
2025 J jnl
Explainability for Vision Foundation Models: A Survey.
CoRR
Rémi Kazmierczak, Eloïse Berthier, Goran Frehse, Gianni Franchi
2024 J jnl
Benchmarking XAI Explanations with Human-Aligned Evaluations.
CoRR
Rémi Kazmierczak, Steve Azzolin, Eloïse Berthier, Anna Hedström, Patricia Delhomme, Nicolas Bousquet, Goran Frehse, Massimiliano Mancini, Baptiste Caramiaux, Andrea Passerini, Gianni Franchi
2024 J jnl
CLIP-QDA: An Explainable Concept Bottleneck Model.
Trans. Mach. Learn. Res.
Rémi Kazmierczak, Eloïse Berthier, Goran Frehse, Gianni Franchi
2024 A conf
Learning to generate training datasets for robust semantic segmentation.
WACV
Marwane Hariat, Olivier Laurent, Rémi Kazmierczak, Shihao Zhang, Andrei Bursuc, Angela Yao, Gianni Franchi
2023 J jnl
CLIP-QDA: An Explainable Concept Bottleneck Model.
CoRR
Rémi Kazmierczak, Eloïse Berthier, Goran Frehse, Gianni Franchi
2023 J jnl
Learning to Generate Training Datasets for Robust Semantic Segmentation.
CoRR
Marwane Hariat, Olivier Laurent, Rémi Kazmierczak, Shihao Zhang, Andrei Bursuc, Angela Yao, Gianni Franchi
2022 J jnl
A study of deep perceptual metrics for image quality assessment.
CoRR
Rémi Kazmierczak, Gianni Franchi, Nacim Belkhir, Antoine Manzanera, David Filliat
2022 J jnl
MUAD: Multiple Uncertainties for Autonomous Driving benchmark for multiple uncertainty types and tasks.
CoRR
Gianni Franchi, Xuanlong Yu, Andrei Bursuc, Rémi Kazmierczak, Séverine Dubuisson, Emanuel Aldea, David Filliat
2022 A conf
MUAD: Multiple Uncertainties for Autonomous Driving, a benchmark for multiple uncertainty types and tasks.
BMVC
Gianni Franchi, Xuanlong Yu, Andrei Bursuc, Ángel Tena, Rémi Kazmierczak, Séverine Dubuisson, Emanuel Aldea, David Filliat