Search Results for author: Jianan Yang

Found 2 papers, 1 papers with code

Controllable Textual Inversion for Personalized Text-to-Image Generation

1 code implementation11 Apr 2023 Jianan Yang, Haobo Wang, YanMing Zhang, Ruixuan Xiao, Sai Wu, Gang Chen, Junbo Zhao

The recent large-scale generative modeling has attained unprecedented performance especially in producing high-fidelity images driven by text prompts.

Active Learning Text-to-Image Generation

A critical look at the current train/test split in machine learning

no code implementations8 Jun 2021 Jimin Tan, Jianan Yang, Sai Wu, Gang Chen, Jake Zhao

The establishment of these split protocols are based on two assumptions: (i)-fixing the dataset to be eternally static so we could evaluate different machine learning algorithms or models; (ii)-there is a complete set of annotated data available to researchers or industrial practitioners.

Active Learning Benchmarking +2

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