Search Results for author: Peixuan Zhang

Found 5 papers, 1 papers with code

L-CoIns: Language-Based Colorization With Instance Awareness

no code implementations CVPR 2023 Zheng Chang, Shuchen Weng, Peixuan Zhang, Yu Li, Si Li, Boxin Shi

Language-based colorization produces plausible colors consistent with the language description provided by the user.

Colorization Descriptive +1

Affective Image Filter: Reflecting Emotions from Text to Images

no code implementations ICCV 2023 Shuchen Weng, Peixuan Zhang, Zheng Chang, Xinlong Wang, Si Li, Boxin Shi

In this work, we propose Affective Image Filter (AIF), a novel model that is able to understand the visually-abstract emotions from the text and reflect them to visually-concrete images with appropriate colors and textures.

Image Generation

Forecasting User Interests Through Topic Tag Predictions in Online Health Communities

no code implementations5 Nov 2022 Amogh Subbakrishna Adishesha, Lily Jakielaszek, Fariha Azhar, Peixuan Zhang, Vasant Honavar, Fenglong Ma, Chandra Belani, Prasenjit Mitra, Sharon Xiaolei Huang

Specifically, we pose the problem of predicting topic tags or keywords that describe the future information needs of users based on their profiles, traces of their online interactions within the community (past posts, replies) and the profiles and traces of online interactions of other users with similar profiles and similar traces of past interaction with the target users.

Recommendation Systems Text2text Generation

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