21 citations · 26 across the 4 of their papers we have counts for
4 papers
Improving Subject-Driven Image Synthesis with Subject-Agnostic Guidance
Kelvin C. K. Chan, Yang Zhao, Xuhui Jia +2
In subject-driven text-to-image synthesis, the synthesis process tends to be heavily influenced by the reference images provided by users, often overlooking crucial attributes deta…
Controllable One-Shot Face Video Synthesis With Semantic Aware Prior
Kangning Liu, Yu-Chuan Su, Wei +3
The one-shot talking-head synthesis task aims to animate a source image to another pose and expression, which is dictated by a driving frame. Recent methods rely on warping the app…
Identity Encoder for Personalized Diffusion
Yu-Chuan Su, Kelvin C. K. Chan, Yandong Li +5
Many applications can benefit from personalized image generation models, including image enhancement, video conferences, just to name a few. Existing works achieved personalization…
Taming Encoder for Zero Fine-tuning Image Customization with Text-to-Image Diffusion Models
Xuhui Jia, Yang Zhao, Kelvin C. K. Chan +6
This paper proposes a method for generating images of customized objects specified by users. The method is based on a general framework that bypasses the lengthy optimization requi…