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Zongyuan Ge

  1. Generative OpenMax for Multi-Class Open Set Classification
    2017/07/24 by Zongyuan Ge, Ge, ZongYuan, Sergey Demyanov +5 · 15 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Image Processing Techniques and Applications
  2. Semi-supervised Left Atrium Segmentation with Mutual Consistency Training
    2021/03/04 by Yicheng Wu, Minfeng Xu, Wu, Yicheng +7 · 15 citations
    Medicine · #COVID-19 diagnosis using AI #Cardiac Valve Diseases and Treatments #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Infective Endocarditis Diagnosis and Management
  3. Mutual Consistency Learning for Semi-supervised Medical Image Segmentation
    2021/09/21 by Yicheng Wu, Wu, Yicheng, Zongyuan Ge +11 · 15 citations
    Computer Science · Engineering · Medicine · #Advanced Neural Network Applications #Medical Imaging and Analysis #Radiomics and Machine Learning in Medical Imaging
  4. Hierarchical Neural Architecture Search for Deep Stereo Matching
    2020/10/26 by Xuelian Cheng, Cheng, Xuelian, Yiran Zhong +13 · 13 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  5. Exploring Smoothness and Class-Separation for Semi-supervised Medical Image Segmentation
    2022/03/02 by Yicheng Wu, Zhonghua Wu, Wu, Yicheng +7 · 14 citations
    Computer Science · Engineering · Medicine · #Advanced Neural Network Applications #Medical Imaging and Analysis #COVID-19 diagnosis using AI
  6. CARES: A Comprehensive Benchmark of Trustworthiness in Medical Vision Language Models
    2024/06/10 by Peng Xia, Xia, Peng, Ze Chen +45 · 17 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
  7. PD-VLA: Accelerating Vision-Language-Action Model Integrated with Action Chunking via Parallel Decoding
    2025/03/04 by Song, Wenxuan, Jiayi Chen, Pengxiang Ding +14 · 26 citations
    Computer Science · Engineering · Psychology · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Robot Manipulation and Learning #Robotics (cs.RO) #Social Robot Interaction and HRI
  8. Chest X-rays Classification: A Multi-Label and Fine-Grained Problem
    2018/07/19 by Zongyuan Ge, Ge, Zongyuan, Dwarikanath Mahapatra +7 · 8 citations
    Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Lung Cancer Diagnosis and Treatment #Machine Learning in Healthcare
  9. Skin Lesion Recognition with Class-Hierarchy Regularized Hyperbolic Embeddings
    2022/09/13 by Zhen Yu, Yu, Zhen, Toan Nguyen +17 · 6 citations
    Medicine · #Computer Vision and Pattern Recognition (cs.CV) #Cutaneous Melanoma Detection and Management #FOS: Computer and information sciences
  10. A Multimodal Vision Foundation Model for Clinical Dermatology
    2024/10/19 by Siyuan Yan, Yan, Siyuan, Zhentao Yu +39 · 12 citations
    Medicine · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Cutaneous Melanoma Detection and Management #FOS: Computer and information sciences
  11. Implicit Motion Handling for Video Camouflaged Object Detection
    2022/03/14 by Xuelian Cheng, Cheng, Xuelian, Huan Xiong +11 · 5 citations
    Computer Science · #Visual Attention and Saliency Detection #Image Enhancement Techniques #Image and Video Quality Assessment
  12. Hunting Attributes: Context Prototype-Aware Learning for Weakly Supervised Semantic Segmentation
    2024/03/12 by Feilong Tang, Tang, Feilong, Zhongxing Xu +9 · 6 citations
    Computer Science · #Multimodal Machine Learning Applications #Machine Learning and Data Classification #Human Pose and Action Recognition
  13. NurViD: A Large Expert-Level Video Database for Nursing Procedure Activity Understanding
    2023/10/20 by Ming Hu, Lin Wang, Hu, Ming +17 · 5 citations
    Health Professions · Medicine · Nursing · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Nursing Diagnosis and Documentation #Pressure Ulcer Prevention and Management #Simulation-Based Education in Healthcare
  14. MoRE: Unlocking Scalability in Reinforcement Learning for Quadruped Vision-Language-Action Models
    2025/03/11 by Han Zhao, Zhao, Han, Song, Wenxuan +10 · 15 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Robotics (cs.RO)
  15. OphNet: A Large-Scale Video Benchmark for Ophthalmic Surgical Workflow Understanding
    2024/06/11 by Ming Hu, Peng Xia, Hu, Ming +25 · 5 citations
    Engineering · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Imaging and Analysis #Retinal Imaging and Analysis #Surgical Simulation and Training
  16. SurgicalPart-SAM: Part-to-Whole Collaborative Prompting for Surgical Instrument Segmentation
    2023/12/22 by Wenxi Yue, Jing Zhang, Yue, Wenxi +13 · 4 citations
    Medicine · #Digital Imaging in Medicine #Surgical Simulation and Training
  17. LMPT: Prompt Tuning with Class-Specific Embedding Loss for Long-tailed Multi-Label Visual Recognition
    2023/05/08 by Peng Xia, Di Xu, Xia, Peng +7 · 3 citations
    Computer Science · #Text and Document Classification Technologies #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications
  18. Diversified and Personalized Multi-rater Medical Image Segmentation
    2024/03/20 by Yicheng Wu, Xiangde Luo, Wu, Yicheng +13 · 4 citations
    Computer Science · Neuroscience · #AI in cancer detection #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques
  19. Adversarial Discriminative Sim-to-real Transfer of Visuo-motor Policies
    2017/09/18 by Fangyi Zhang, Zhang, Fangyi, Jürgen Leitner +7 · 2 citations
    Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Human Pose and Action Recognition #Machine Learning (cs.LG) #Robot Manipulation and Learning #Robotics (cs.RO) #Systems and Control (eess.SY) #electronic engineering #information engineering
  20. Out-of-Distribution Detection for Long-tailed and Fine-grained Skin Lesion Images
    2022/06/30 by Deval Mehta, Mehta, Deval, Yaniv Gal +7 · 2 citations
    Medicine · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Cutaneous Melanoma Detection and Management #FOS: Computer and information sciences #Machine Learning (cs.LG)
  21. TP-DRSeg: Improving Diabetic Retinopathy Lesion Segmentation with Explicit Text-Prompts Assisted SAM
    2024/06/22 by Wenxue Li, Li, Wenxue, Xinyu Xiong +7 · 4 citations
    Engineering · Health Professions · Medicine · #Artificial Intelligence in Healthcare #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Imaging and Analysis #Retinal Imaging and Analysis
  22. Towards Trustable Skin Cancer Diagnosis via Rewriting Model's Decision
    2023/03/02 by S. Yan, Yan, Siyuan, Zhen Yu +13 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #AI in cancer detection #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #Cutaneous Melanoma Detection and Management #FOS: Computer and information sciences
  23. Towards Novel Class Discovery: A Study in Novel Skin Lesions Clustering
    2023/09/28 by Wei Feng, Feng, Wei, Lie Ju +7 · 3 citations
    Medicine · #Computer Vision and Pattern Recognition (cs.CV) #Cutaneous Melanoma Detection and Management #FOS: Computer and information sciences
  24. ZSTAD: Zero-Shot Temporal Activity Detection
    2020/03/12 by Lingling Zhang, Zhang, Lingling, Xiaojun Chang +11 · 1 citation
    Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Video Surveillance and Tracking Methods
  25. ScalingNoise: Scaling Inference-Time Search for Generating Infinite Videos
    2025/03/20 by Haolin Yang, Feilong Tang, Yang, Haolin +19 · 5 citations
    Computer Science · #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Video Analysis and Summarization
  26. Vision-Language Navigation with Random Environmental Mixup
    2021/06/15 by Chong Liu, Liu, Chong, Fengda Zhu +9 · 1 citation
    Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning
  27. MMRC: A Large-Scale Benchmark for Understanding Multimodal Large Language Model in Real-World Conversation
    2025/02/17 by Haochen Xue, Feilong Tang, Xue, Haochen +29 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Speech and dialogue systems
  28. Generalizing to Unseen Domains in Diabetic Retinopathy with Disentangled Representations
    2024/06/10 by Peng Xia, Ming Hu, Xia, Peng +15 · 2 citations
    Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Retinal Imaging and Analysis
  29. Deep Laparoscopic Stereo Matching with Transformers
    2022/07/25 by Xuelian Cheng, Cheng, Xuelian, Yiran Zhong +9 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  30. Unsupervised Domain Adaptive Fundus Image Segmentation with Category-level Regularization
    2022/07/08 by Wei Feng, Feng, Wei, Lin Wang +11 · 2 citations
    Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Retinal Imaging and Analysis
  31. HGCLIP: Exploring Vision-Language Models with Graph Representations for Hierarchical Understanding
    2023/11/23 by Peng Xia, Xia, Peng, Xingtong Yu +11 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning in Bioinformatics #Multimodal Machine Learning Applications
  32. EPVT: Environment-aware Prompt Vision Transformer for Domain Generalization in Skin Lesion Recognition
    2023/04/04 by S. Yan, Chi Liu, Yan, Siyuan +15 · 1 citation
    Computer Science · Medicine · #AI in cancer detection #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Cutaneous Melanoma Detection and Management #FOS: Computer and information sciences #Machine Learning (cs.LG)
  33. MAKE: Multi-Aspect Knowledge-Enhanced Vision-Language Pretraining for Zero-shot Dermatological Assessment
    2025/05/14 by Siyuan Yan, X. Li, Yan, Siyuan +9 · 4 citations
    Medicine · Computer Science · #Cutaneous Melanoma Detection and Management #Mycobacterium research and diagnosis #AI in cancer detection
  34. Privacy-preserving Early Detection of Epileptic Seizures in Videos
    2023/09/15 by Deval Mehta, Shobi Sivathamboo, Mehta, Deval +8 · 1 citation
    Medicine · Neuroscience · #Artificial Intelligence (cs.AI) #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #EEG and Brain-Computer Interfaces #Epilepsy research and treatment #FOS: Computer and information sciences
  35. Prompt-driven Latent Domain Generalization for Medical Image Classification
    2024/01/05 by S. Yan, Yan, Siyuan, Chi Liu +17 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Multimodal Machine Learning Applications #electronic engineering #information engineering
  36. A Multimodal Feature Distillation with Mamba-Transformer Network for Brain Tumor Segmentation with Incomplete Modalities
    2024/04/22 by Ming Kang, Kang, Ming, Fung Fung Ting +8 · 1 citation
    Neuroscience · #62P10 (Secondary) #68T07 #68U10 (Primary) 68T10 #Applications (stat.AP) #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #I.4.6 #I.5.1 #J.3 #Signal Processing (eess.SP) #electronic engineering #information engineering
  37. PG-SAM: Prior-Guided SAM with Medical for Multi-organ Segmentation
    2025/03/23 by Zhong, Yiheng, Zihong Luo, Chengzhi Liu +16 · 2 citations
    Engineering · #Advanced X-ray and CT Imaging #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  38. Delving into Out-of-Distribution Detection with Medical Vision-Language Models
    2025/03/02 by Lie Ju, Ju, Lie, Sijin Zhou +11 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques
  39. Enhancing Fundus Image-based Glaucoma Screening via Dynamic Global-Local Feature Integration
    2025/04/01 by Yuzhuo Zhou, Zhou, Yuzhuo, Chi Liu +11 · 1 citation
    Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Glaucoma and retinal disorders #Retinal Diseases and Treatments #Retinal Imaging and Analysis
  40. CFR-Net:Collaborative Feature Refinement Network for Medical Image Anomaly Detection
    2026/07/28 by Zihan Nie, Muhao Xu, Wei Feng +7
    #cs.CV