Search Results for author: Zhenhua Yang

Found 4 papers, 1 papers with code

HierCode: A Lightweight Hierarchical Codebook for Zero-shot Chinese Text Recognition

no code implementations20 Mar 2024 Yuyi Zhang, Yuanzhi Zhu, Dezhi Peng, Peirong Zhang, Zhenhua Yang, Zhibo Yang, Cong Yao, Lianwen Jin

Text recognition, especially for complex scripts like Chinese, faces unique challenges due to its intricate character structures and vast vocabulary.

Zero-Shot Learning

FontDiffuser: One-Shot Font Generation via Denoising Diffusion with Multi-Scale Content Aggregation and Style Contrastive Learning

1 code implementation19 Dec 2023 Zhenhua Yang, Dezhi Peng, Yuxin Kong, Yuyi Zhang, Cong Yao, Lianwen Jin

Automatic font generation is an imitation task, which aims to create a font library that mimics the style of reference images while preserving the content from source images.

Contrastive Learning Denoising +3

UPOCR: Towards Unified Pixel-Level OCR Interface

no code implementations5 Dec 2023 Dezhi Peng, Zhenhua Yang, Jiaxin Zhang, Chongyu Liu, Yongxin Shi, Kai Ding, Fengjun Guo, Lianwen Jin

Without bells and whistles, the experimental results showcase that the proposed method can simultaneously achieve state-of-the-art performance on three tasks with a unified single model, which provides valuable strategies and insights for future research on generalist OCR models.

Optical Character Recognition Optical Character Recognition (OCR) +2

TOI-CNN: a Solution of Information Extraction on Chinese Insurance Policy

no code implementations NAACL 2019 Lin Sun, Kai Zhang, Fule Ji, Zhenhua Yang

The advantage of TOI pooling layer is that the nested elements from one sentence could share computation and context in the forward and backward passes.

Sentence

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