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Yuan, Yixuan

  1. U-KAN Makes Strong Backbone for Medical Image Segmentation and Generation
    2024/06/05 by Chenxin Li, Xinyu Liu, Li, Chenxin +10 · 46 citations
    Neuroscience · #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  2. EfficientViT: Memory Efficient Vision Transformer with Cascaded Group Attention
    2023/05/11 by Xinyu Liu, Houwen Peng, Liu, Xinyu +9 · 27 citations
    Engineering · Computer Science · #Advanced Memory and Neural Computing #CCD and CMOS Imaging Sensors #Advanced Neural Network Applications
  3. SIGMA: Semantic-complete Graph Matching for Domain Adaptive Object Detection
    2022/03/12 by Wuyang Li, Li, Wuyang, Xinyu Liu +3 · 11 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  4. Review of Large Vision Models and Visual Prompt Engineering
    2023/07/03 by Jiaqi Wang, Wang, Jiaqi, Zhengliang Liu +39 · 13 citations
    Computer Science · Engineering · #Visual Attention and Saliency Detection #Image Processing Techniques and Applications #CCD and CMOS Imaging Sensors
  5. A Survey of LLM-based Agents in Medicine: How far are we from Baymax?
    2025/02/16 by Wang, Wenxuan, Ma, Zizhan, Wang, Zheng +5 · 29 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  6. EndoGaussian: Real-time Gaussian Splatting for Dynamic Endoscopic Scene Reconstruction
    2024/01/23 by Yifan Liu, Liu, Yifan, Chenxin Li +5 · 13 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  7. Integrated lithium niobate microwave photonic processing engine
    2023/06/26 by Hanke Feng, Feng, Hanke, Tong Ge +19 · 11 citations
    Engineering · #Photonic and Optical Devices #Advanced Photonic Communication Systems #Optical Network Technologies
  8. Endora: Video Generation Models as Endoscopy Simulators
    2024/03/17 by Chenxin Li, Li, Chenxin, Hengyu Liu +15 · 12 citations
    Computer Science · Medicine · #Augmented Reality Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Surgical Simulation and Training
  9. Universal and Extensible Language-Vision Models for Organ Segmentation and Tumor Detection from Abdominal Computed Tomography
    2024/05/28 by Jie Liu, Yixiao Zhang, Liu, Jie +19 · 13 citations
    Medicine · Computer Science · #Radiomics and Machine Learning in Medical Imaging #Lung Cancer Diagnosis and Treatment #AI in cancer detection
  10. Alternate Diverse Teaching for Semi-supervised Medical Image Segmentation
    2023/11/29 by Zhen Zhao, Zhao, Zhen, Zicheng Wang +8 · 8 citations
    Computer Science · Medicine · #AI in cancer detection #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging
  11. Prompt Engineering for Healthcare: Methodologies and Applications
    2023/04/28 by Jiaqi Wang, Wang, Jiaqi, Enze Shi +41 · 6 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Topic Modeling
  12. UN-SAM: Universal Prompt-Free Segmentation for Generalized Nuclei Images
    2024/02/26 by Zhe Chen, Qing Xu, Chen, Zhen +5 · 7 citations
    Physics and Astronomy · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Nuclear Physics and Applications #Nuclear physics research studies #Scientific Research and Discoveries #electronic engineering #information engineering
  13. GLENet: Boosting 3D Object Detectors with Generative Label Uncertainty Estimation
    2022/07/06 by Yifan Zhang, Qijian Zhang, Zhang, Yifan +7 · 5 citations
    Computer Science · Earth and Planetary Sciences · #3D Surveying and Cultural Heritage #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition
  14. LGS: A Light-weight 4D Gaussian Splatting for Efficient Surgical Scene Reconstruction
    2024/06/23 by Hengyu Liu, Liu, Hengyu, Yifan Liu +7 · 8 citations
    Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Imaging Techniques and Applications
  15. A Comprehensive Study of the Robustness for LiDAR-based 3D Object Detectors against Adversarial Attacks
    2022/12/20 by Zhang, Yifan, Hou, Junhui, Yuan, Yixuan · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  16. Categorical Relation-Preserving Contrastive Knowledge Distillation for Medical Image Classification
    2021/07/07 by Xiaohan Xing, Yuenan Hou, Xing, Xiaohan +9 · 2 citations
    Computer Science · Medicine · #AI in cancer detection #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging
  17. Incremental Cross-view Mutual Distillation for Self-supervised Medical CT Synthesis
    2021/12/20 by Fang, Chaowei, Wang, Liang, Zhang, Dingwen +3 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  18. IDEA-Net: Dynamic 3D Point Cloud Interpolation via Deep Embedding Alignment
    2022/03/22 by Yiming Zeng, Yue Qian, Zeng, Yiming +9 · 2 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Optical measurement and interference techniques
  19. Towards Robust Adaptive Object Detection under Noisy Annotations
    2022/04/06 by Xinyu Liu, Liu, Xinyu, Wuyang Li +7 · 2 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications #Multimodal Machine Learning Applications
  20. Medical Image Synthesis via Fine-Grained Image-Text Alignment and Anatomy-Pathology Prompting
    2024/03/11 by Wenting Chen, Chen, Wenting, Pengyu Wang +11 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image Retrieval and Classification Techniques
  21. WorldMirror: Universal 3D World Reconstruction with Any-Prior Prompting
    2025/10/12 by Liu, Yifan, Min, Zhiyuan, Wang, Zhenwei +5 · 12 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  22. Polyp-Gen: Realistic and Diverse Polyp Image Generation for Endoscopic Dataset Expansion
    2025/01/28 by Shengyuan Liu, Zhen Chen, Liu, Shengyuan +11 · 5 citations
    Medicine · #Colorectal Cancer Screening and Detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  23. Towards a general-purpose foundation model for fMRI analysis
    2025/06/11 by Cheng Wang, Yu Jiang, Wang, Cheng +32 · 8 citations
    Neuroscience · #Functional Brain Connectivity Studies
  24. Holistic Evaluation of GPT-4V for Biomedical Imaging
    2023/11/10 by Liu, Zhengliang, Jiang, Hanqi, Zhong, Tianyang +47 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  25. DiffRect: Latent Diffusion Label Rectification for Semi-supervised Medical Image Segmentation
    2024/07/13 by Xinyu Liu, Liu, Xinyu, Wuyang Li +3 · 3 citations
    Computer Science · Medicine · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Image Segmentation Techniques #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
  26. EndoSparse: Real-Time Sparse View Synthesis of Endoscopic Scenes using Gaussian Splatting
    2024/07/01 by Li, Chenxin, Feng, Brandon Y., Liu, Yifan +4 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  27. When 3D Partial Points Meets SAM: Tooth Point Cloud Segmentation with Sparse Labels
    2024/09/03 by Liu, Yifan, Li, Wuyang, Wang, Cheng +2 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  28. MAP: Evaluation and Multi-Agent Enhancement of Large Language Models for Inpatient Pathways
    2025/03/17 by Chen, Zhen, Peng, Zhihao, Liang, Xusheng +5 · 5 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Multiagent Systems (cs.MA)
  29. SimT: Handling Open-set Noise for Domain Adaptive Semantic Segmentation
    2022/03/29 by Xiaoqing Guo, Guo, Xiaoqing, Jie Liu +5 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Music and Audio Processing #Speech Recognition and Synthesis
  30. Learning to Adapt Foundation Model DINOv2 for Capsule Endoscopy Diagnosis
    2024/06/15 by Zhang, Bowen, Chen, Ying, Bai, Long +5 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  31. Unleash the Potential of Image Branch for Cross-modal 3D Object Detection
    2023/01/22 by Yifan Zhang, Qijian Zhang, Zhang, Yifan +7 · 1 citation
    Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Sensor-Based Localization
  32. EndoBench: A Comprehensive Evaluation of Multi-Modal Large Language Models for Endoscopy Analysis
    2025/05/29 by Shengyuan Liu, Boyun Zheng, Liu, Shengyuan +12 · 6 citations
    Medicine · Computer Science · #Colorectal Cancer Screening and Detection #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning
  33. Self-supervised Learning of LiDAR 3D Point Clouds via 2D-3D Neural Calibration
    2024/01/23 by Zhang, Yifan, Hou, Junhui, Ren, Siyu +3 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  34. MonoSplat: Generalizable 3D Gaussian Splatting from Monocular Depth Foundation Models
    2025/05/21 by Yifan Liu, Liu, Yifan, Fan, Keyu +8 · 4 citations
    Computer Science · Earth and Planetary Sciences · Environmental Science · #3D Surveying and Cultural Heritage #Computational Geometry and Mesh Generation #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Remote Sensing and LiDAR Applications
  35. Spatial-temporal Hierarchical Reinforcement Learning for Interpretable Pathology Image Super-Resolution
    2024/06/26 by Wenting Chen, Jie Liu, Chen, Wenting +5 · 1 citation
    Computer Science · Engineering · #AI in cancer detection #Advanced Image Processing Techniques #Medical Imaging and Analysis
  36. Medical Reasoning in the Era of LLMs: A Systematic Review of Enhancement Techniques and Applications
    2025/08/01 by Wenxuan Wang, Wang, Wenxuan, Zhongjun Ma +16 · 3 citations
    Medicine · Computer Science · #Artificial Intelligence in Healthcare and Education #Machine Learning in Healthcare #Multimodal Machine Learning Applications
  37. ConcealGS: Concealing Invisible Copyright Information in 3D Gaussian Splatting
    2025/01/07 by Yang, Yifeng, Liu, Hengyu, Li, Chenxin +6 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Multimedia (cs.MM) #electronic engineering #information engineering
  38. DEeR: Deviation Eliminating and Noise Regulating for Privacy-preserving Federated Low-rank Adaptation
    2024/10/16 by Meilu Zhu, Zhu, Meilu, Mao, Axiu +4 · 1 citation
    Engineering · #Sparse and Compressive Sensing Techniques #Advanced Image Fusion Techniques
  39. Biomedical image analysis competitions: The state of current participation practice
    2022/12/16 by Matthias Eisenmann, Eisenmann, Matthias, Annika Reinke +452 · 1 citation
    Engineering · Medicine · #Artificial Intelligence in Healthcare and Education #Biomedical and Engineering Education #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Radiomics and Machine Learning in Medical Imaging
  40. X-GRM: Large Gaussian Reconstruction Model for Sparse-view X-rays to Computed Tomography
    2025/05/21 by Yifan Liu, W.S. Li, Liu, Yifan +11 · 3 citations
    Engineering · Medicine · #Advanced MRI Techniques and Applications #Advanced X-ray and CT Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Imaging Techniques and Applications #electronic engineering #information engineering