Chia-Chih Chen — accepted AI-conference papers

2024

HIVE: Harnessing Human Feedback for Instructional Visual Editing

Shu Zhang, Xinyi Yang, Yihao Feng, Can Qin, Chia-Chih Chen, Ning Yu +6

CVPR 2024poster

Incorporating human feedback has been shown to be crucial to align text generated by large language models to human preferences. We hypothesize that state-of-the-art instructional image editing models where outputs are generated based on an input image and an editing instruction could similarly bene…

Cited by 119 Source ↗PDF ↗code ↗Scholar ↗

2024

LayoutDETR: Detection Transformer Is a Good Multimodal Layout Designer

Ning Yu*, Chia-chih Chen, Zeyuan Chen, Rui Meng, Gang Wu, Paul W Josel +3

ECCV 2024poster

"Graphic layout designs play an essential role in visual communication. Yet handcrafting layout designs is skill-demanding, time-consuming, and non-scalable to batch production. Generative models emerge to make design automation scalable but it remains non-trivial to produce designs that comply with…

Cited by 13 Source ↗PDF ↗code ↗Scholar ↗