Search Results for author: Sidney Bender

Found 3 papers, 0 papers with code

An Analysis of Human Alignment of Latent Diffusion Models

no code implementations13 Mar 2024 Lorenz Linhardt, Marco Morik, Sidney Bender, Naima Elosegui Borras

Diffusion models, trained on large amounts of data, showed remarkable performance for image synthesis.

Image Generation Odd One Out

Towards Fixing Clever-Hans Predictors with Counterfactual Knowledge Distillation

no code implementations2 Oct 2023 Sidney Bender, Christopher J. Anders, Pattarawatt Chormai, Heike Marxfeld, Jan Herrmann, Grégoire Montavon

This paper introduces a novel technique called counterfactual knowledge distillation (CFKD) to detect and remove reliance on confounders in deep learning models with the help of human expert feedback.

counterfactual Knowledge Distillation

Cycle-Consistent World Models for Domain Independent Latent Imagination

no code implementations2 Oct 2021 Sidney Bender, Tim Joseph, Marius Zoellner

Our experiments using different modalities in the CARLA simulator showed that this enables CCWM to outperform state-of-the-art domain adaptation approaches.

Autonomous Driving Domain Adaptation +1

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