Concepedia

Generative Evaluation

Generative Evaluation is a methodological framework within the broader domain of generative modeling that specifically assesses the fidelity, diversity, and semantic alignment of generated data outputs against the underlying data distribution and intended application context.

67

Publications

4.8K

Citations

270

Authors

88

Institutions

Publications per year

2017–2026

51

Parents

Publications

67

Recent Progress on Generative Adversarial Networks (GANs): A Survey

Zhaoqing Pan, Weijie Yu, Xiaokai Yi et al. · IEEE Access · 2019 · 677 citations · Full text

, , +8

A note on the evaluation of generative models

Lucas Theis, Aäron van den Oord, Matthias Bethge · arXiv (Cornell University) · 2015 · 436 citations · Full text

, , +13

Collective Engagement in Creative Tasks

Sarah Harvey, Chia-Yu Kou · Administrative Science Quarterly · 2013 · 255 citations · Full text

, , +16

A Note on the Inception Score

Shane Barratt, Rishi Sharma · arXiv (Cornell University) · 2018 · 234 citations · Full text

, , +6

A Simple Domain-Independent Probabilistic Approach to Generation

Gabor Angeli, Percy Liang, Dan Klein · 2010 · 185 citations

, , +11

1–5 of 67

Authors

270

  1. AN
    Austin Narcomey

    Stanford University, United States

    2 publications · 106 citations

    2

    h-index

  2. RK
    Ranjay Krishna

    Stanford University, United States

    2 publications · 106 citations

    2

    h-index

  3. AB
    Ali Borji

    University of Central Florida, United States

    2 publications · 60 citations

    2

    h-index

  4. BV
    Bart Vanneste

    University College London, United Kingdom

    2 publications · 160 citations

    2

    h-index

  5. MG
    Mitchell Gordon

    Stanford University, United States

    2 publications · 106 citations

    2

    h-index

1–5 of 270

Institutions

88

  1. University College London

    London, United Kingdom

    3 h-index

    8 publications

    990 citations

  2. Deakin University

    Burwood, Australia

    2 h-index

    6 publications

    861 citations

  3. Massachusetts Institute of Technology

    Cambridge, United States

    2 h-index

    6 publications

    290 citations

  4. Shanghai Jiao Tong University

    Shanghai, China

    2 h-index

    5 publications

    176 citations

  5. Stanford University

    Stanford, United States

    2 h-index

    7 publications

    276 citations

  6. Science Oxford

    Oxford, United Kingdom

    2 h-index

    2 publications

    160 citations

  7. TU Wien

    Vienna, Austria

    2 h-index

    3 publications

    154 citations

  8. University of Oxford

    Oxford, United Kingdom

    2 h-index

    2 publications

    160 citations

1–8 of 88

Venues

  1. arXiv (Cornell University)

    Repository · 14 publications · 1.1K citations

    12

    h-index

  2. Computer Vision and Image Understanding

    CVIU · 3 publications · 90 citations

    3

    h-index

  3. SSRN Electronic Journal

    Repository · 2 publications · 44 citations

    2

    h-index

  4. Journal of Mechanical Design

    2 publications · 137 citations

    2

    h-index

  5. IEEE Access

    2 publications · 769 citations

    2

    h-index

1–5