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Natalia Sovpel

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#machine learning Preprint Sep 2026

LoRA Direction Extraction for Controllable Light Toggling in FLUX.1 Kontext

This work addresses the task of controllable interior image editing, where the goal is to turn artificial light sources on or off while preserving the scene geometry, object placement, materials, and visual identity of the original image.

Petr Golenderov, Dmitry Mazyar, Natalia Sovpel et al. · 0 citations

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