Author

Michael Fischer

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Preprint Sep 2026

WINGS: Reference-Free Gaussian Splatting Inpainting with 3D-Native Generative Priors

Inpainting 3D Gaussian Splatting scenes, a key challenge in 3D editing, requires generating plausible content within a masked region of 3D space. Prior approaches rely on 2D diffusion models to produce one or several inpainted reference views, making them susceptible to challenges associated with multi-view inconsisten...

Noé Lallouet, Michael Fischer, Élie Michel · 0 citations

Preprint Sep 2026

Overpainting: Localized Context-aware Diffusion Image Editing

This work implements overpainting by adapting a pretrained image editing diffusion model using a combination of joint attention and low-rank adaption across input images with attention-dropout to balance the information flow between noise, source and mask images.

Sam Sartor, Iliyan Georgiev, Michael Fischer et al. · 1 citation