📝 Publications

[CVPR 2025] Exploring CLIP’s Dense Knowledge for Weakly Supervised Semantic Segmentation

• Zhiwei Yang, Yucong Meng, Kexue Fu, Feilong Tang, Shuo Wang, Zhijian Song
• IEEE/CVF Conference on Computer Vision and Pattern Recognition
• [Arxiv] [Code]

[TMM 2025] Tackling Ambiguity from Perspective of Uncertainty Inference and Affinity Diversification for Weakly Supervised Semantic Segmentation

• Zhiwei Yang, Yucong Meng, Kexue Fu, Shuo Wang, Zhijian Song
• IEEE Transactions on Multimedia
• [Arxiv] [Code]

[AAAI 2025] MoRe: Class Patch Attention Needs Regularization for Weakly Supervised Semantic Segmentation

• Zhiwei Yang, Yucong Meng, Kexue Fu, Shuo Wang, Zhijian Song
• The 39th Annual AAAI Conference on Artificial Intelligence
• [Arxiv] [Code]

[CVPR 2024] Separate and Conquer: Decoupling Co-occurrence via Decomposition and Representation for Weakly Supervised Semantic Segmentation

• Zhiwei Yang, Kexue Fu, Minghong Duan, Linhao Qu, Shuo Wang, Zhijian Song
• IEEE/CVF Conference on Computer Vision and Pattern Recognition
• [Arxiv] [Code]

[Nature BME] Knowledge Extraction and Distillation from Large-Scale Image-Text Colonoscopy Reports Leveraging Large Language and Vision Models

• Shuo Wang*, Yan Zhu*, Xiaoyuan Luo*, Zhiwei Yang* (Co-first author), Yizhe Zhang, Peiyao Fu, Manning Wang, Zhijian Song, Quanlin Li, Pinghong Zhou, Yike Guo
• Nature Biomedical Engineering
• [Arxiv] [Code]

[AAAI 2025 Oral] Boosting ViT-based MRI Reconstruction from the Perspectives of Frequency Modulation, Spatial Purification, and Scale Diversification

• Yucong Meng*, Zhiwei Yang* (Co-first author), Yonghong Shi, Zhijian Song
• The 39th Annual AAAI Conference on Artificial Intelligence
• [Arxiv] [Code]

[ICCV 2023] Boosting Whole Slide Image Classification from the Perspectives of Distribution, Correlation and Magnification

• Linhao Qu*, Zhiwei Yang* (Co-first author), Minghong Duan, Yinfan Ma, Manning Wang, Zhijian Song
• IEEE International Conference on Computer Vision
• [Arxiv] [Code]