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Noble, J. Alison

  1. Self-supervised Representation Learning for Ultrasound Video
    2020/02/28 by Jianbo Jiao, Jiao, Jianbo, Richard Droste +7 · 4 citations
    Computer Science · #AI in cancer detection #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) #Machine Learning (cs.LG) #Medical Image Segmentation Techniques #electronic engineering #information engineering
  2. Explaining Explainability: Recommendations for Effective Use of Concept Activation Vectors
    2024/04/04 by Angus Nicolson, Lisa Schut, Nicolson, Angus +5 · 5 citations
    Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Data Visualization and Analytics #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #I.2.6 #Machine Learning (cs.LG)
  3. Dual Conditioned Diffusion Models for Out-Of-Distribution Detection: Application to Fetal Ultrasound Videos
    2023/11/01 by Mishra, Divyanshu, Zhao, He, Saha, Pramit +2 · 5 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  4. Prototypical few-shot segmentation for cross-institution male pelvic structures with spatial registration
    2022/09/12 by Yiwen Li, Yunguan Fu, Li, Yiwen +27 · 3 citations
    Engineering · Medicine · #Colorectal Cancer Screening and Detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Imaging and Analysis #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
  5. Automatic Probe Movement Guidance for Freehand Obstetric Ultrasound
    2020/07/08 by Droste, Richard, Drukker, Lior, Papageorghiou, Aris T. +1 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #electronic engineering #information engineering
  6. IterMask2: Iterative Unsupervised Anomaly Segmentation via Spatial and Frequency Masking for Brain Lesions in MRI
    2024/06/04 by Ziyun Liang, Xiaoqing Guo, Liang, Ziyun +5 · 4 citations
    Computer Science · Medicine · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Medical Image Segmentation Techniques #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
  7. Anatomy-Aware Contrastive Representation Learning for Fetal Ultrasound
    2022/08/22 by Zeyu Fu, Jianbo Jiao, Fu, Zeyu +9 · 2 citations
    Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Fetal and Pediatric Neurological Disorders #Image and Video Processing (eess.IV) #Prenatal Screening and Diagnostics #electronic engineering #information engineering
  8. MMSummary: Multimodal Summary Generation for Fetal Ultrasound Video
    2024/08/07 by Xiaoqing Guo, Guo, Xiaoqing, Qianhui Men +3 · 4 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Topic Modeling
  9. Self-supervised Contrastive Video-Speech Representation Learning for Ultrasound
    2020/08/14 by Jianbo Jiao, Jiao, Jianbo, Yifan Cai +9 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Speech and Audio Processing
  10. Self-Supervised Ultrasound to MRI Fetal Brain Image Synthesis
    2020/08/19 by Jiao, Jianbo, Namburete, Ana I. L., Papageorghiou, Aris T. +1 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
  11. Examining Modality Incongruity in Multimodal Federated Learning for Medical Vision and Language-based Disease Detection
    2024/02/07 by Pramit Saha, Divyanshu Mishra, Saha, Pramit +7 · 2 citations
    Decision Sciences · Computer Science · Business, Management and Accounting · #Knowledge Management and Technology #AI in cancer detection #Information Systems and Technology Applications
  12. Feasibility of Federated Learning from Client Databases with Different Brain Diseases and MRI Modalities
    2024/06/17 by F. Wagner, Felix Wagner, Wagner, Felix +18 · 1 voice · 1 citation
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #I.2.11 #I.4.0 #I.4.6 #I.4.9 #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #cs.CV #cs.LG #eess.IV #electronic engineering #information engineering
  13. Semi-weakly-supervised neural network training for medical image registration
    2024/02/16 by Yiwen Li, Yunguan Fu, Li, Yiwen +25 · 1 citation
    Engineering · #Medical Imaging and Analysis
  14. TextCAVs: Debugging vision models using text
    2024/08/16 by Angus Nicolson, Yarin Gal, Nicolson, Angus +3 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #I.2.1 #I.2.6 #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  15. FedPIA -- Permuting and Integrating Adapters leveraging Wasserstein Barycenters for Finetuning Foundation Models in Multi-Modal Federated Learning
    2024/12/19 by Saha, Pramit, Mishra, Divyanshu, Wagner, Felix +2 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  16. POUR: A Provably Optimal Method for Unlearning Representations via Neural Collapse
    2025/11/24 by Le, Anjie, Peng, Can, Liu, Yuyuan +1 · 1 citation
    Computer Science · #Domain Adaptation and Few-Shot Learning #Generative Adversarial Networks and Image Synthesis #Advanced Neural Network Applications
  17. SPA: Efficient User-Preference Alignment against Uncertainty in Medical Image Segmentation
    2024/11/23 by Zhu, Jiayuan, Wu, Junde, Ouyang, Cheng +2 · 1 citation
    #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