Author

U. Krumnack

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#machine learning Preprint Oct 2026

KANLab: TensorFlow Playground for Kolmogorov-Arnold Networks

KANLab is a browser-based visualization tool designed to interactively teach the core concepts of Kolmogorov-Arnold Networks (KAN), forked from the widely successful TensorFlow Playground. To maximize educational clarity, KANLab omits residual connections and learnable scaling parameters found in modern KAN implementat...

Lukas Niehaus, Robin Rawiel, U. Krumnack · 0 citations

Preprint Sep 2026

Zero-Shot Object Removal via Attention Masking, Latent Anchoring, and Refinement

This paper proposes a zero-shot framework for constrained latent inpainting with a frozen pretrained Stable Diffusion model, requiring no task-specific training or model fine-tuning and demonstrates effective object removal and context-consistent replacement content.

Arman Taghizadeh, U. Krumnack, Kai-Uwe Kühnberger · 0 citations