Search Results for author: Junhao Cheng

Found 4 papers, 4 papers with code

AutoStudio: Crafting Consistent Subjects in Multi-turn Interactive Image Generation

1 code implementation3 Jun 2024 Junhao Cheng, Xi Lu, Hanhui Li, Khun Loun Zai, Baiqiao Yin, Yuhao Cheng, Yiqiang Yan, Xiaodan Liang

As cutting-edge Text-to-Image (T2I) generation models already excel at producing remarkable single images, an even more challenging task, i. e., multi-turn interactive image generation begins to attract the attention of related research communities.

Image Generation

TheaterGen: Character Management with LLM for Consistent Multi-turn Image Generation

1 code implementation29 Apr 2024 Junhao Cheng, Baiqiao Yin, Kaixin Cai, Minbin Huang, Hanhui Li, Yuxin He, Xi Lu, Yue Li, Yifei Li, Yuhao Cheng, Yiqiang Yan, Xiaodan Liang

To address this issue, we introduce TheaterGen, a training-free framework that integrates large language models (LLMs) and text-to-image (T2I) models to provide the capability of multi-turn image generation.

Denoising Image Generation +2

Exploit the potential of Multi-column architecture for Crowd Counting

2 code implementations11 Jul 2020 Junhao Cheng, Zhuojun Chen, Xin-Yu Zhang, Yizhou Li, Xiaoyuan Jing

To the best of our knowledge, PSNet is the first work to explicitly address scale limitation and feature similarity in multi-column design.

Crowd Counting

Deep Density-aware Count Regressor

1 code implementation9 Aug 2019 Zhuojun Chen, Junhao Cheng, Yuchen Yuan, Dongping Liao, Yizhou Li, Jiancheng Lv

We seek to improve crowd counting as we perceive limits of currently prevalent density map estimation approach on both prediction accuracy and time efficiency.

Crowd Counting

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