We are a research lab focused on exploring the intersection of artificial intelligence, multimodal understanding, and human creativity. Our goal is to develop intelligent systems that can perceive, reason, and generate across different modalities — including text and vision.

📍 Located at National Taiwan University, Department of Computer Science & Information Engineering.

• RIDGE: 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
  Conference on Computer Vision and Pattern Recognition (CVPR)
  [paper][code]

• 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
  International Conference on Acoustics, Speech and Signal Processing (ICASSP)
  [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 the Association for Computational Linguistics: EMNLP
  [paper][code]

• 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
  European Conference on Computer Vision (ECCV)
  [paper][code]

• RDPN6D: Residual-based Dense Point-wise Network for 6Dof Object Pose Estimation Based on RGB-D Images
  Zong-Wei Hong, Yen-Yang Hung, Chu-Song Chen
  CVPR Workshop DLGC, 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
  International Conference on Image Processing (ICIP)
  [paper][code]

• Class-incremental Continual Learning for Instance Segmentation with Image-level Weak Supervision
  Yu-Hsing Hsieh, Guan-Sheng Chen, Shun-Xian Cai, Ting-Yun Wei, Huei-Fang Yang, Chu-Song Chen
  International Conference on Computer Vision (ICCV)
  [paper][code]

• Domain-Generalized Face Anti-Spoofing with Unknown Attacks
  Zong-Wei Hong, Yu-Chen Lin, Hsuan-Tung Liu, Yi-Ren Yeh, Chu-Song Chen
  IEEE International Conference on Image Processing (ICIP)
  [paper][code]

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