Wei-Hua Li

Ph.D. Student in Computer Science | National Taiwan University

My research interests include Computer Vision, Deep Learning, and Image Processing.

I have published multiple papers in computer vision conferences and journals, including IEEE Transactions on Multimedia (TMM), CVPR, ECCV, ICASSP, ICIP, and CIBCB.

In addition, I have been invited to serve as a reviewer for several prestigious venues such as IEEE Transactions on Image Processing (TIP), ICASSP, and CVPR.

Publications

Conference Papers

Continual Learning for Weakly-Supervised Histopathology Tissue Segmentation

Wei-Hua Li, Huei-Fang Yang, Chu-Song Chen

CIBCB 2025

Paper

PDSeg: Patch-Wise Distillation and Controllable Image Generation for Weakly-Supervised Histopathology Tissue Segmentation

Wei-Hua Li, Yu-Hsing Hsieh, Huei-Fang Yang, Chu-Song Chen

ICASSP 2025

Paper Code

Mask-aware Text-to-Image Retrieval: Referring Expression Segmentation Meets Cross-modal Retrieval

Li-Cheng Shen, Jih-Kang Hsieh, Wei-Hua Li, Chu-Song Chen

ICMR 2025

Paper Code

Relation-Rich Visual Document Generator for Visual Information Extraction

Zi-Han Jiang, Chien-Wei Lin, Wei-Hua Li, Hsuan-Tung Liu, Yi-Ren Yeh, Chu-Song Chen

CVPR 2025

Paper Code

ACCEPT: Adaptive Codebook for Composite and Efficient Prompt Tuning

Yu-Chen Lin*, Wei-Hua Li*, Jun-Cheng Chen, Chu-Song Chen

Findings of EMNLP 2024

Paper Code

Open-Vocabulary Panoptic Segmentation Using Bert Pre-Training of Vision-Language Multiway Transformer Model

Yi-Chia Chen*, Wei-Hua Li*, Chu-Song Chen

ICIP 2024

Paper Code

Combining Present-Only and Present-Absent Data with Pseudo-Label Generation for Species Distribution Modeling

Yi-Chia Chen, Peng Tai, Wei-Hua Li, Chu-Song Chen

CLEF 2024

Paper

SAM4MLLM: Enhance Multi-Modal Large Language Model for Referring Expression Segmentation

Yi-Chia Chen, Wei-Hua Li, Cheng Sun, Yu-Chiang Frank Wang, Chu-Song Chen

ECCV 2024

Paper Code

UP-NAS: Unified Proxy for Neural Architecture Search

Yi-Cheng Huang*, Wei-Hua Li*, Chih-Han Tsou, Jun-Cheng Chen, Chu-Song Chen

CVPR Workshop 2024

Paper

Rain2Avoid: Self-Supervised Single Image Deraining

Yan-Tsung Peng, Wei-Hua Li

ICASSP 2023

Paper

Journal Papers

Rain2Avoid: Learning Deraining by Self-Supervision

Yan-Tsung Peng, Wei-Hua Li, Zihao Chen

IEEE Transactions on Multimedia (TMM) 2025

Paper

Book

Deep Learning: Applications in Image Processing

Yan-Tsung Peng, Wei-Hua Li, Yen-Rong Chen

Chuan Hwa Book Co., Ltd. (June 2023) | ISBN: 978-626-328-4791

Link

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Wei-Hua Li

Publications

Conference Papers

Journal Papers

Book

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