Zhijian Song

1. The Rise of AI Language Pathologists: Exploring Two-level Prompt Learning for Few-shot Weakly-supervised Whole Slide Image Classification
   2023/05/29 by Linhao Qu, Xiaoyuan Luo, Qu, Linhao +7 · 11 citations
   Computer Science · Medicine · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #COVID-19 diagnosis using AI
2. DGMIL: Distribution Guided Multiple Instance Learning for Whole Slide Image Classification
   2022/06/17 by Linhao Qu, Xiaoyuan Luo, Qu, Linhao +7 · 9 citations
   Computer Science · Medicine · #AI in cancer detection #Cervical Cancer and HPV Research #Colorectal Cancer Screening and Detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
3. A comprehensive survey on deep active learning in medical image analysis
   2023/10/22 by Haoran Wang, Wang, Haoran, Qiuye Jin +9 · 10 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning and Algorithms #Machine Learning and Data Classification
4. TransMEF: A Transformer-Based Multi-Exposure Image Fusion Framework using Self-Supervised Multi-Task Learning
   2021/12/02 by Linhao Qu, Qu, Linhao, Shaolei Liu +5 · 4 citations
   Computer Science · Engineering · #Advanced Image Fusion Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques #Photoacoustic and Ultrasonic Imaging #Visual Attention and Saliency Detection
5. Rethinking Multiple Instance Learning for Whole Slide Image Classification: A Good Instance Classifier is All You Need
   2023/07/05 by Linhao Qu, Qu, Linhao, Yingfan Ma +7 · 5 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Video Analysis and Summarization
6. Organ at Risk Segmentation in Head and Neck CT Images by Using a Two-Stage Segmentation Framework Based on 3D U-Net
   2018/08/25 by Yueyue Wang, Wang, Yueyue, Liang Zhao +5 · 2 citations
   Computer Science · Physics and Astronomy · Medicine · #Advanced Neural Network Applications #Advanced Radiotherapy Techniques #Radiomics and Machine Learning in Medical Imaging
7. MoRe: Class Patch Attention Needs Regularization for Weakly Supervised Semantic Segmentation
   2024/12/15 by Zhiwei Yang, Yucong Meng, Yang, Zhiwei +7 · 4 citations
   Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning and Data Classification #Multimodal Machine Learning Applications
8. Exploring CLIP's Dense Knowledge for Weakly Supervised Semantic Segmentation
   2025/03/26 by Zhiwei Yang, Yang, Zhiwei, Yucong Meng +9 · 3 citations
   Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Domain Adaptation and Few-Shot Learning
9. Boosting ViT-based MRI Reconstruction from the Perspectives of Frequency Modulation, Spatial Purification, and Scale Diversification
   2024/12/14 by Yucong Meng, Zhiwei Yang, Meng, Yucong +5 · 2 citations
   Medicine · Physics and Astronomy · #Advanced MRI Techniques and Applications #Nuclear Physics and Applications #Atomic and Subatomic Physics Research
10. DH-Mamba: Exploring Dual-domain Hierarchical State Space Models for MRI Reconstruction
    2025/01/14 by Yucong Meng, Zhiwei Yang, Meng, Yucong +5 · 1 citation
    Medicine · Computer Science · #Medical Imaging Techniques and Applications #Medical Image Segmentation Techniques #Advanced MRI Techniques and Applications
11. An efficient dual-branch framework via implicit self-texture enhancement for arbitrary-scale histopathology image super-resolution
    2024/01/28 by Minghong Duan, Linhao Qu, Duan, Minghong +9 · 1 citation
    Computer Science · Engineering · #AI in cancer detection #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Processing Techniques and Applications #Image and Video Processing (eess.IV) #electronic engineering #information engineering
12. Bridging distributed quantum materials via multi-hotspot vacuum: remote Cooper pairing and Andreev teleportation
    2026/07/21 by Zuzhang Lin, Zhijian Song, Chengxin Xiao +1
    #cond-mat.mes-hall #cond-mat.supr-con