3 papers
cs.GR2026
StyleID: A Perception-Aware Dataset and Metric for Stylization-Agnostic Facial Identity Recognition
Kwan Yun, Changmin Lee, Ayeong Jeong +3
Creative face stylization aims to render portraits in diverse visual idioms such as cartoons, sketches, and paintings while retaining recognizable identity. However, current identi…
cs.CL2026
REZE: Representation Regularization for Domain-adaptive Text Embedding Pre-finetuning
Seungmin Lee, Jeonghwan Lee, Hyunkuk Lim +2
Recent text embedding models are often adapted to specialized domains via contrastive pre-finetuning (PFT) on a naive collection of scattered, heterogeneous tasks. However, this ap…
cs.GR2025
StyleMM: Stylized 3D Morphable Face Model via Text-Driven Aligned Image Translation
Seungmi Lee, Kwan Yun, Junyong Noh
We introduce StyleMM, a novel framework that can construct a stylized 3D Morphable Model (3DMM) based on user-defined text descriptions specifying a target style. Building upon a p…