Concepedia

Saliency Visualization

Saliency Visualization is a computational method that belongs to the class of interpretability techniques in artificial intelligence, specifically distinguished by its ability to highlight the most influential input features or regions in a model’s decision-making process to enhance transparency and pedagogical explainability in tutoring systems.

11

Publications

433

Citations

39

Authors

18

Institutions

Publications per year

2017–2026

8

Parents

Publications

11

Saliency-guided Enhancement for Volume Visualization

Youngmin Kim, Amitabh Varshney · IEEE Transactions on Visualization and Computer Graphics · 2006 · 105 citations

, , +14

Explaining the Unexplained: A CLass-Enhanced Attentive Response (CLEAR) Approach to Understanding Deep Neural Networks

Devinder Kumar, Alexander Wong, Graham W. Taylor · 2017 · 71 citations

, , +17

Visualization of neural networks using saliency maps

Niels J.S. Mørch, Ulrik Kjems, Lars Kai Hansen et al. · 2002 · 57 citations · Full text

, , +16

A Theoretical Explanation for Perplexing Behaviors of Backpropagation-based Visualizations

Weili Nie, Yang Zhang, Ankit Patel · arXiv (Cornell University) · 2018 · 56 citations · Full text

, , +10

A Theoretical Explanation for Perplexing Behaviors of\n Backpropagation-based Visualizations

Weili Nie, Yang Zhang, Ankit Patel · arXiv (Cornell University) · 2018 · 52 citations · Full text

, , +10

1–5 of 11

Authors

39

  1. YZ
    Yang Zhang

    University of Sheffield, United Kingdom

    2 publications · 108 citations

    2

    h-index

  2. AP
    Ankit Patel

    Rice University, United States

    2 publications · 108 citations

    2

    h-index

  3. AW
    Alexander Wong

    University of Waterloo, Canada

    2 publications · 82 citations

    2

    h-index

  4. WN
    Weili Nie

    Rice University, United States

    2 publications · 108 citations

    2

    h-index

  5. GW
    Graham W. Taylor

    University of Guelph, Canada

    2 publications · 82 citations

    2

    h-index

1–5 of 39

Institutions

18

  1. University of Waterloo

    Waterloo, Canada

    2 h-index

    4 publications

    164 citations

  2. University of Guelph

    Guelph, Canada

    2 h-index

    2 publications

    82 citations

  3. University of Maryland, College Park

    College Park, United States

    1 h-index

    2 publications

    210 citations

  4. Otto-von-Guericke-Universität Magdeburg

    Magdeburg, Germany

    1 h-index

    5 publications

    50 citations

  5. University of Minnesota

    Minneapolis, United States

    1 h-index

    2 publications

    114 citations

  6. Rice University

    Houston, United States

    1 h-index

    2 publications

    112 citations

  7. National Taiwan Normal University

    Taipei, Taiwan

    1 h-index

    4 publications

    44 citations

  8. Technical University of Denmark

    Kongens Lyngby, Denmark

    1 h-index

    3 publications

    171 citations

1–8 of 18

Venues

  1. arXiv (Cornell University)

    Repository · 3 publications · 119 citations

    3

    h-index

  2. Electronics

    1 publications · 10 citations

    1

    h-index

  3. IEEE Transactions on Visualization and Computer Graphics

    TVCG · 1 publications · 105 citations

    1

    h-index

  4. Proceedings of the ACM on Human-Computer Interaction

    PACMHCI · 1 publications · 36 citations

    1

    h-index

  5. Computers & Education

    1 publications · 11 citations

    1

    h-index

1–5