Search Results for author: Junhua Ma

Found 3 papers, 1 papers with code

FERGI: Automatic Annotation of User Preferences for Text-to-Image Generation from Spontaneous Facial Expression Reaction

1 code implementation5 Dec 2023 Shuangquan Feng, Junhua Ma, Virginia R. de Sa

Firstly, we can automatically annotate user preferences between image pairs with substantial difference in these AU responses with an accuracy significantly outperforming state-of-the-art scoring models.

Text-to-Image Generation

PathSAGE: Spatial Graph Attention Neural Networks With Random Path Sampling

no code implementations11 Mar 2022 Junhua Ma, Jiajun Li, Xueming Li, Xu Li

To address these problems, we propose a model called PathSAGE, which can learn high-order topological information and improve the model's performance by expanding the receptive field.

Graph Attention

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