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Shixia Liu

  1. OoDAnalyzer: Interactive Analysis of Out-of-Distribution Samples
    2020/02/08 by Changjian Chen, Jun Yuan, Chen, Changjian +11 · 9 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Machine Learning and Data Classification #Time Series Analysis and Forecasting #cs.HC #cs.LG
  2. Towards Better Analysis of Deep Convolutional Neural Networks
    2016/04/24 by Mengchen Liu, Jiaxin Shi, Liu, Mengchen +9 · 9 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Cell Image Analysis Techniques #Image and Video Quality Assessment #Visual Attention and Saliency Detection #cs.CV
  3. Towards Better Analysis of Machine Learning Models: A Visual Analytics Perspective
    2017/02/04 by Shixia Liu, Xiting Wang, Liu, Shixia +5 · 5 citations
    Computer Science · Mathematics · #Anomaly Detection Techniques and Applications #Data Visualization and Analytics #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #cs.LG #stat.ML
  4. A Survey of Visual Analytics Techniques for Machine Learning
    2020/08/21 by Jun Yuan, Changjian Chen, Yuan, Jun +9 · 6 citations
    Computer Science · #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #cs.HC
  5. Analyzing the Noise Robustness of Deep Neural Networks
    2020/01/26 by Kelei Cao, Mengchen Liu, Cao, Kelei +9 · 5 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #cs.HC #cs.LG
  6. Recent Research Advances on Interactive Machine Learning
    2018/11/12 by Liu Jiang, Jiang, Liu, Shixia Liu +3 · 3 citations
    Computer Science · Mathematics · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.LG #stat.ML
  7. In Defence of Visual Analytics Systems: Replies to Critics
    2022/01/24 by Aoyu Wu, Wu, Aoyu, Dazhen Deng +9 · 4 citations
    Computer Science · #Data Visualization and Analytics #FOS: Computer and information sciences #Graphics (cs.GR) #Human-Computer Interaction (cs.HC)
  8. ImageHive: Interactive Content-Aware Image Summarization
    2011/10/18 by Li Tan, Yangqiu Song, Shixia Liu +1 · 2 citations
    Computer Science · Mathematics · #Image Retrieval and Classification Techniques #Video Analysis and Summarization #Advanced Image and Video Retrieval Techniques #Automatic summarization #Computer science #Voronoi diagram #Salient #Image (mathematics) #Computer vision #Artificial intelligence #Graph #Automatic image annotation #Image plane #Computer graphics (images) #Computer graphics #Image processing #Theoretical computer science #Mathematics
  9. Visual Analytics for Explainable Deep Learning
    2018/04/07 by Jaegul Choo, Shixia Liu, Choo, Jaegul +1 · 2 citations
    Computer Science · Mathematics · #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #I.6.9.c #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.HC #cs.LG #stat.ML
  10. Visual Analytics for Explainable Deep Learning
    2018/07/01 by Jaegul Choo, Shixia Liu · 2 citations
  11. Evaluation of Sampling Methods for Scatterplots
    2020/07/29 by Jun Yuan, Yuan, Jun, Shouxing Xiang +7 · 2 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Data Analysis with R #Data Visualization and Analytics #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #cs.HC
  12. A Unified Interactive Model Evaluation for Classification, Object Detection, and Instance Segmentation in Computer Vision
    2023/08/09 by Changjian Chen, Yukai Guo, Chen, Changjian +17 · 3 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Industrial Vision Systems and Defect Detection #Machine Learning and Data Classification
  13. Enhancing Single-Frame Supervision for Better Temporal Action Localization
    2023/12/08 by Changjian Chen, Jiashu Chen, Chen, Changjian +15 · 3 citations
    Computer Science · Engineering · #FOS: Computer and information sciences #Human Motion and Animation #Human Pose and Action Recognition #Human-Computer Interaction (cs.HC) #Video Analysis and Summarization
  14. Cluster-Aware Grid Layout
    2023/08/07 by Yuxing Zhou, Weikai Yang, Zhou, Yuxing +13 · 2 citations
    Computer Science · Physics and Astronomy · #Advanced Clustering Algorithms Research #Complex Network Analysis Techniques #Data Visualization and Analytics #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
  15. An Uncertainty-Aware Approach for Exploratory Microblog Retrieval
    2015/12/13 by Mengchen Liu, Liu, Mengchen, Shixia Liu +9 · 1 citation
    Computer Science · Physics and Astronomy · #Advanced Text Analysis Techniques #Complex Network Analysis Techniques #Data Visualization and Analytics #cs.IR
  16. Scaling up Dynamic Topic Models
    2016/02/19 by Arnab Bhadury, Jianfei Chen, Bhadury, Arnab +5 · 1 citation
    Computer Science · Mathematics · #FOS: Computer and information sciences #G.3 #Gaussian Processes and Bayesian Inference #Generative Adversarial Networks and Image Synthesis #H.4 #Machine Learning (stat.ML) #Topic Modeling #stat.ML
  17. Interactive Steering of Hierarchical Clustering
    2020/09/21 by Weikai Yang, Xiting Wang, Jie Lu +2 · 1 citation
    Computer Science · Mathematics · #cs.LG #stat.ML
  18. A Unified Understanding of Deep NLP Models for Text Classification
    2022/06/19 by Zhen Li, Li, Zhen, Xiting Wang +15 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #Data Visualization and Analytics #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Multimodal Machine Learning Applications
  19. Visual Analysis of Neural Architecture Spaces for Summarizing Design Principles
    2022/08/20 by Jun Yuan, Mengchen Liu, Yuan, Jun +5 · 1 citation
    Computer Science · #Anomaly Detection Techniques and Applications #Data Visualization and Analytics #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Neural Networks and Applications
  20. Structural-Entropy-Based Sample Selection for Efficient and Effective Learning
    2024/10/03 by Tianchi Xie, Xie, Tianchi, Zhu, Jiangning +9 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG)