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Haoyang Yang

2 accepted papers

2024

Interactive Visual Learning for Stable Diffusion

IJCAI 2024poster

Diffusion-based generative models’ impressive ability to create convincing images has garnered global attention. However, their complex internal structures and operations often pose challenges for non-experts to grasp. We introduce Diffusion Explainer, the first interactive visualization tool design…

2023

DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models

ACL 2023long

With recent advancements in diffusion models, users can generate high-quality images by writing text prompts in natural language. However, generating images with desired details requires proper prompts, and it is often unclear how a model reacts to different prompts or what the best prompts are. To…