Omni-Attribute: Open-vocabulary Attribute Encoder for Visual Concept Personalization
arXiv:2512.10955v2 Announce Type: replace
Abstract: Visual concept personalization aims to transfer only specific image attributes, such as identity, expression, lighting, and style, into unseen contexts. However, existing methods rely on holistic emb…