Peng, Dezhi

12 publications

ICLR 2026 OCR-Reasoning Benchmark: Unveiling the True Capabilities of MLLMs in Complex Text-Rich Image Reasoning Mingxin Huang, Yongxin Shi, Dezhi Peng, Songxuan Lai, Zecheng Xie, Lianwen Jin

AAAI 2025 Predicting the Original Appearance of Damaged Historical Documents Zhenhua Yang, Dezhi Peng, Yongxin Shi, Yuyi Zhang, Chongyu Liu, Lianwen Jin

CVPR 2024 DocRes: A Generalist Model Toward Unifying Document Image Restoration Tasks Jiaxin Zhang, Dezhi Peng, Chongyu Liu, Peirong Zhang, Lianwen Jin

AAAI 2024 FontDiffuser: One-Shot Font Generation via Denoising Diffusion with Multi-Scale Content Aggregation and Style Contrastive Learning Zhenhua Yang, Dezhi Peng, Yuxin Kong, Yuyi Zhang, Cong Yao, Lianwen Jin

CVPR 2024 Towards Modern Image Manipulation Localization: A Large-Scale Dataset and Novel Methods Chenfan Qu, Yiwu Zhong, Chongyu Liu, Guitao Xu, Dezhi Peng, Fengjun Guo, Lianwen Jin

ICML 2024 UPOCR: Towards Unified Pixel-Level OCR Interface Dezhi Peng, Zhenhua Yang, Jiaxin Zhang, Chongyu Liu, Yongxin Shi, Kai Ding, Fengjun Guo, Lianwen Jin

AAAI 2024 ViTEraser: Harnessing the Power of Vision Transformers for Scene Text Removal with SegMIM Pretraining Dezhi Peng, Chongyu Liu, Yuliang Liu, Lianwen Jin

ICCV 2023 ESTextSpotter: Towards Better Scene Text Spotting with Explicit Synergy in Transformer Mingxin Huang, Jiaxin Zhang, Dezhi Peng, Hao Lu, Can Huang, Yuliang Liu, Xiang Bai, Lianwen Jin

NeurIPS 2023 M5HisDoc: A Large-Scale Multi-Style Chinese Historical Document Analysis Benchmark Yongxin Shi, Chongyu Liu, Dezhi Peng, Cheng Jian, Jiarong Huang, Lianwen Jin

ICCV 2023 Revisiting Scene Text Recognition: A Data Perspective Qing Jiang, Jiapeng Wang, Dezhi Peng, Chongyu Liu, Lianwen Jin

CVPR 2023 Towards Robust Tampered Text Detection in Document Image: New Dataset and New Solution Chenfan Qu, Chongyu Liu, Yuliang Liu, Xinhong Chen, Dezhi Peng, Fengjun Guo, Lianwen Jin

CVPR 2021 Implicit Feature Alignment: Learn to Convert Text Recognizer to Text Spotter Tianwei Wang, Yuanzhi Zhu, Lianwen Jin, Dezhi Peng, Zhe Li, Mengchao He, Yongpan Wang, Canjie Luo