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Daniel Winter

2 accepted papers

2026

Alterbute: Editing Intrinsic Attributes of Objects in Images

ICML 2026poster

We introduce Alterbute, a diffusion-based method for editing an object's intrinsic attributes in an image. We allow changing color, texture, material, and even the shape of an object, while preserving its perceived identity and scene context. Existing approaches either rely on unsupervised priors th…

Cited by 0SourceScholar
2025

ObjectMate: A Recurrence Prior for Object Insertion and Subject-Driven Generation

ICCV 2025poster

This paper introduces a tuning-free method for both object insertion and subject-driven generation. The task involves composing an object, given multiple views, into a scene specified by either an image or text. Existing methods struggle to fully meet the task's challenging objectives: (i) seamlessl…

Cited by 0SourcePDFScholar