Sidney Bender

According to our database, Sidney Bender authored at least 13 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2026

Reproducibility study on how to find Spurious Correlations, Shortcut Learning, Clever Hans or Group-Distributional non-robustness and how to fix them.

Ole Delzer, Sidney Bender

CoRR, April, 2026

SCE-LITE-HQ: Smooth visual counterfactual explanations with generative foundation models.

Ahmed Zeid, Sidney Bender

CoRR, March, 2026

Protein Counterfactuals via Diffusion-Guided Latent Optimization.

Weronika Klos, Sidney Bender, Lukas Kades

CoRR, March, 2026

Visual Disentangled Diffusion Autoencoders: Scalable Counterfactual Generation for Foundation Models.

Sidney Bender, Marco Morik

CoRR, January, 2026

Towards desiderata-driven design of visual counterfactual explainers.

Sidney Bender, Jan Herrmann, Klaus-Robert Müller, Grégoire Montavon

Pattern Recognit., 2026

2025

Graph Diffusion Counterfactual Explanation.

David Bechtoldt, Sidney Bender

CoRR, November, 2025

Imbalanced Classification through the Lens of Spurious Correlations.

Jakob Hackstein, Sidney Bender

CoRR, October, 2025

Mitigating Clever Hans Strategies in Image Classifiers through Generating Counterexamples.

Sidney Bender, Ole Delzer, Jan Herrmann, Heike Marxfeld, Klaus-Robert Müller, Grégoire Montavon

CoRR, October, 2025

Diffusion Counterfactuals for Image Regressors.

Trung Duc Ha, Sidney Bender

Proceedings of the Explainable Artificial Intelligence, 2025

2024

An Analysis of Human Alignment of Latent Diffusion Models.

Lorenz Linhardt, Marco Morik, Sidney Bender, Naima Elosegui Borras

CoRR, 2024

2023

Towards Fixing Clever-Hans Predictors with Counterfactual Knowledge Distillation.

Sidney Bender, Christopher J. Anders, Pattarawat Chormai, Heike Marxfeld, Jan Herrmann, Grégoire Montavon

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

Cycle-Consistent World Models for Domain Independent Latent Imagination.

Sidney Bender, Tim Joseph, J. Marius Zöllner

Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

2019

Learning Fine-Grained Image Representations for Mathematical Expression Recognition.

Sidney Bender, Monica Haurilet, Alina Roitberg, Rainer Stiefelhagen

Proceedings of the 13th IAPR International Workshop on Graphics Recognition, 2019