Céline Budding

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 5

Top Topics

Quantitative Evaluation

Image Classification

Ground Truth Data

Top Venues

Frontiers Artif. Intell.

Publications

Marta Oliveira, Rick Wilming, Benedict Clark, Céline Budding, Fabian Eitel, Kerstin Ritter, Stefan Haufe
Benchmarking the influence of pre-training on explanation performance in MR image classification. Frontiers Artif. Intell. 7 (2024)
Marta Oliveira, Rick Wilming, Benedict Clark, Céline Budding, Fabian Eitel, Kerstin Ritter, Stefan Haufe
Benchmark data to study the influence of pre-training on explanation performance in MR image classification. CoRR (2023)
Rick Wilming, Céline Budding, Klaus-Robert Müller, Stefan Haufe
Scrutinizing XAI using linear ground-truth data with suppressor variables. Mach. Learn. 111 (5) (2022)
Céline Budding, Fabian Eitel, Kerstin Ritter, Stefan Haufe
Evaluating saliency methods on artificial data with different background types. CoRR (2021)
Rick Wilming, Céline Budding, Klaus-Robert Müller, Stefan Haufe
Scrutinizing XAI using linear ground-truth data with suppressor variables. CoRR (2021)