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Ma, Kwan-Liu

  1. Learning to Compose with Professional Photographs on the Web
    2017/02/01 by Yi-Ling Chen, Yi‐Ling Chen, Jan P. Klopp +11 · 1 voice · 4 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 #Visual Attention and Saliency Detection #cs.CV
  2. How Does Attention Work in Vision Transformers? A Visual Analytics Attempt
    2023/03/24 by Yiran Li, Junpeng Wang, Li, Yiran +13 · 12 citations
    Computer Science · Neuroscience · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Visual Attention and Saliency Detection #Visual perception and processing mechanisms
  3. ChartStory: Automated Partitioning, Layout, and Captioning of Charts into Comic-Style Narratives
    2021/03/06 by Jian Zhao, Zhao, Jian, Shenyu Xu +15 · 5 citations
    Computer Science · #Data Analysis with R #Data Visualization and Analytics #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Video Analysis and Summarization
  4. A Visual Analytics Framework for Reviewing Streaming Performance Data
    2020/01/26 by Suraj P. Kesavan, Takanori Fujiwara, Kesavan, Suraj P. +13 · 3 citations
    Computer Science · Physics and Astronomy · #Anomaly Detection Techniques and Applications #Complex Network Analysis Techniques #Data Visualization and Analytics #Distributed #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Parallel #Performance (cs.PF) #and Cluster Computing (cs.DC)
  5. VAC-CNN: A Visual Analytics System for Comparative Studies of Deep Convolutional Neural Networks
    2021/10/25 by Xiwei Xuan, Xiaoyu Zhang, Xuan, Xiwei +5 · 4 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Cell Image Analysis Techniques #Data Visualization and Analytics #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG)
  6. HyperINR: A Fast and Predictive Hypernetwork for Implicit Neural Representations via Knowledge Distillation
    2023/04/09 by Qi Wu, Wu, Qi, David R. Bauer +5 · 4 citations
    Computer Science · #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Graphics (cs.GR) #Machine Learning (cs.LG)
  7. Visual Analytics for Efficient Image Exploration and User-Guided Image Captioning
    2023/11/02 by Yiran Li, Junpeng Wang, Li, Yiran +13 · 4 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Video Analysis and Summarization
  8. Feature Learning for Nonlinear Dimensionality Reduction toward Maximal Extraction of Hidden Patterns
    2022/06/28 by Fujiwara, Takanori, Kuo, Yun-Hsin, Ynnerman, Anders +1 · 3 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  9. Classes are not Clusters: Improving Label-based Evaluation of Dimensionality Reduction
    2023/08/01 by Jeon, Hyeon, Kuo, Yun-Hsin, Aupetit, Michaël +2 · 5 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  10. Staged Animation Strategies for Online Dynamic Networks
    2020/09/04 by Tarik Crnovrsanin, Crnovrsanin, Tarik, Senthil Chandrasegaran +4 · 2 citations
    Computer Science · Decision Sciences · Physics and Astronomy · #Complex Network Analysis Techniques #Data Visualization and Analytics #FOS: Computer and information sciences #Graphics (cs.GR) #Human-Computer Interaction (cs.HC) #Scientific Computing and Data Management
  11. LabelVizier: Interactive Validation and Relabeling for Technical Text Annotations
    2023/03/31 by Xiaoyu Zhang, Zhang, Xiaoyu, Xiwei Xuan +7 · 4 citations
    Computer Science · Decision Sciences · #Data Quality and Management #Data Visualization and Analytics #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Software Engineering Research
  12. Character-Oriented Design for Visual Data Storytelling
    2023/08/15 by Keshav Dasu, Dasu, Keshav, Yun-Hsin Kuo +3 · 3 citations
    Computer Science · Health Professions · #Digital Storytelling and Education #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Innovative Human-Technology Interaction #Persona Design and Applications
  13. Interactive Volume Visualization via Multi-Resolution Hash Encoding based Neural Representation
    2022/07/23 by Qi Wu, David R. Bauer, Wu, Qi +5 · 3 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Graphics and Visualization Techniques #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Graphics (cs.GR) #Machine Learning (cs.LG)
  14. Towards Dataset-scale and Feature-oriented Evaluation of Text Summarization in Large Language Model Prompts
    2024/07/16 by Lee, Sam Yu-Te, Bahukhandi, Aryaman, Liu, Dongyu +1 · 5 citations
    #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
  15. FoVolNet: Fast Volume Rendering using Foveated Deep Neural Networks
    2022/09/20 by David R. Bauer, Qi Wu, Bauer, David +3 · 3 citations
    Computer Science · #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #FOS: Computer and information sciences #Graphics (cs.GR) #Machine Learning (cs.LG) #Visual Attention and Saliency Detection
  16. AttributionScanner: A Visual Analytics System for Model Validation with Metadata-Free Slice Finding
    2024/01/12 by Xiwei Xuan, Xuan, Xiwei, Jorge Piazentin Ono +6 · 5 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Data Analysis with R #Data Visualization and Analytics #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
  17. SLIM: Spuriousness Mitigation with Minimal Human Annotations
    2024/07/08 by Xiwei Xuan, Xuan, Xiwei, Ziquan Deng +5 · 5 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  18. A User-centered Design Study in Scientific Visualization Targeting Domain Experts
    2019/03/29 by Yucong, Ye, Sauer, Franz +3 · 1 citation
    #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
  19. SUNY: A Visual Interpretation Framework for Convolutional Neural Networks from a Necessary and Sufficient Perspective
    2023/03/01 by Xiwei Xuan, Ziquan Deng, Xuan, Xiwei +7 · 3 citations
    Computer Science · Materials Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning in Materials Science
  20. A Visual Analytics Framework for Contrastive Network Analysis
    2020/08/01 by Fujiwara, Takanori, Zhao, Jian, Chen, Francine +1 · 1 citation
    #FOS: Computer and information sciences #Graphics (cs.GR) #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
  21. A Predictive Visual Analytics System for Studying Neurodegenerative Disease based on DTI Fiber Tracts
    2020/10/13 by Chaoqing Xu, Xu, Chaoqing, Tyson Neuroth +7 · 1 citation
    Computer Science · Medicine · #Advanced Neuroimaging Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Data Visualization and Analytics #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
  22. A Multi-Layout Design for Immersive Visualization of Network Data
    2021/12/19 by David R. Bauer, Bauer, David, Chengbo Zheng +5 · 1 citation
    Computer Science · #Data Visualization and Analytics #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Image and Video Quality Assessment #Peer-to-Peer Network Technologies
  23. HINTs: Sensemaking on large collections of documents with Hypergraph visualization and INTelligent agents
    2024/03/05 by Sam Yu-Te Lee, Kwan‐Liu Ma, Lee, Sam Yu-Te +1 · 1 citation
    Computer Science · Decision Sciences · #Data Visualization and Analytics #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Scientific Computing and Data Management #Semantic Web and Ontologies
  24. Visual Analytics of Multivariate Networks with Representation Learning and Composite Variable Construction
    2023/03/16 by Lu, Hsiao-Ying, Fujiwara, Takanori, Chang, Ming-Yi +3 · 2 citations
    #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
  25. From Cluster to Desktop: A Cache-Accelerated INR framework for Interactive Visualization of Tera-Scale Data
    2025/04/25 by Daniel Zavorotny, Qi Wu, Zavorotny, Daniel +5 · 2 citations
    Computer Science · Decision Sciences · #Computer Graphics and Visualization Techniques #Data Visualization and Analytics #FOS: Computer and information sciences #Graphics (cs.GR) #Scientific Computing and Data Management
  26. Level Set Restricted Voronoi Tessellation for Large scale Spatial Statistical Analysis
    2022/08/15 by Neuroth, Tyson, Rieth, Martin, Aditya, Konduri +3 · 1 citation
    #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Methodology (stat.ME)