Search Results for author: Yanhong Zeng

Found 11 papers, 8 papers with code

PIA: Your Personalized Image Animator via Plug-and-Play Modules in Text-to-Image Models

1 code implementation21 Dec 2023 Yiming Zhang, Zhening Xing, Yanhong Zeng, Youqing Fang, Kai Chen

Recent advancements in personalized text-to-image (T2I) models have revolutionized content creation, empowering non-experts to generate stunning images with unique styles.

Image Animation

A Task is Worth One Word: Learning with Task Prompts for High-Quality Versatile Image Inpainting

1 code implementation6 Dec 2023 Junhao Zhuang, Yanhong Zeng, Wenran Liu, Chun Yuan, Kai Chen

This enables PowerPaint to accomplish various inpainting tasks by utilizing different task prompts, resulting in state-of-the-art performance.

Image Inpainting Object

Degradation-Guided Meta-Restoration Network for Blind Super-Resolution

no code implementations3 Jul 2022 Fuzhi Yang, Huan Yang, Yanhong Zeng, Jianlong Fu, Hongtao Lu

The extractor estimates the degradations in LR inputs and guides the meta-restoration modules to predict restoration parameters for different degradations on-the-fly.

Blind Super-Resolution Image Restoration +1

Advancing High-Resolution Video-Language Representation with Large-Scale Video Transcriptions

1 code implementation CVPR 2022 Hongwei Xue, Tiankai Hang, Yanhong Zeng, Yuchong Sun, Bei Liu, Huan Yang, Jianlong Fu, Baining Guo

To enable VL pre-training, we jointly optimize the HD-VILA model by a hybrid Transformer that learns rich spatiotemporal features, and a multimodal Transformer that enforces interactions of the learned video features with diversified texts.

Retrieval Super-Resolution +4

Improving Visual Quality of Image Synthesis by A Token-based Generator with Transformers

no code implementations NeurIPS 2021 Yanhong Zeng, Huan Yang, Hongyang Chao, Jianbo Wang, Jianlong Fu

Given a sequence of style tokens, the TokenGAN is able to control the image synthesis by assigning the styles to the content tokens by attention mechanism with a Transformer.

Image Generation

3D Human Body Reshaping with Anthropometric Modeling

1 code implementation5 Apr 2021 Yanhong Zeng, Jianlong Fu, Hongyang Chao

First, we calculate full-body anthropometric parameters from limited user inputs by imputation technique, and thus essential anthropometric parameters for 3D body reshaping can be obtained.

feature selection Imputation +1

Aggregated Contextual Transformations for High-Resolution Image Inpainting

2 code implementations3 Apr 2021 Yanhong Zeng, Jianlong Fu, Hongyang Chao, Baining Guo

For improving texture synthesis, we enhance the discriminator of AOT-GAN by training it with a tailored mask-prediction task.

Image Inpainting Texture Synthesis +1

Learning Semantic-aware Normalization for Generative Adversarial Networks

1 code implementation NeurIPS 2020 Heliang Zheng, Jianlong Fu, Yanhong Zeng, Jiebo Luo, Zheng-Jun Zha

Such a model disentangles latent factors according to the semantic of feature channels by channel-/group- wise fusion of latent codes and feature channels.

Image Inpainting Unconditional Image Generation

Learning Pyramid-Context Encoder Network for High-Quality Image Inpainting

2 code implementations CVPR 2019 Yanhong Zeng, Jianlong Fu, Hongyang Chao, Baining Guo

As the missing content can be filled by attention transfer from deep to shallow in a pyramid fashion, both visual and semantic coherence for image inpainting can be ensured.

Image Inpainting Vocal Bursts Intensity Prediction

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