Analogist: Out-of-the-box Visual In-Context Learning with Image Diffusion Model

no code implementations • 16 May 2024 • Zheng Gu, Shiyuan Yang, Jing Liao, Jing Huo, Yang Gao

For visual prompting, we propose a self-attention cloning (SAC) method to guide the fine-grained structural-level analogy between image examples.

LoFGAN: Fusing Local Representations for Few-Shot Image Generation

1 code implementation • ICCV 2021 • Zheng Gu, Wenbin Li, Jing Huo, Lei Wang, Yang Gao

Given only a few available images for a novel unseen category, few-shot image generation aims to generate more data for this category.

Generative Adversarial Network Image Generation

CariMe: Unpaired Caricature Generation with Multiple Exaggerations

2 code implementations • 1 Oct 2020 • Zheng Gu, Chuanqi Dong, Jing Huo, Wenbin Li, Yang Gao

Previous caricature generation methods are obsessed with predicting definite image warping from a given photo while ignoring the intrinsic representation and distribution for exaggerations in caricatures.

Caricature Image-to-Image Translation

Unsupervised Domain Attention Adaptation Network for Caricature Attribute Recognition

1 code implementation • ECCV 2020 • Wen Ji, Kelei He, Jing Huo, Zheng Gu, Yang Gao

The implementation of the proposed method is available at https://github. com/KeleiHe/DAAN.

Attribute Caricature +1