Concepedia

Text-to-image Generation

Text-To-Image Generation is a computational framework within artificial intelligence that synthesizes visual content from textual descriptions through deep learning models, distinguishing itself by directly mapping semantic language structures to corresponding image representations.

990

Publications

79.1K

Citations

3.1K

Authors

590

Institutions

Publications per year

2017–2026

961

Parents

Publications

990

GPT-4 Technical Report

arXiv (Cornell University) · 2023 · 2.4K citations · Full text

, , +16

Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding

Chitwan Saharia, William Chan, Saurabh Saxena et al. · arXiv (Cornell University) · 2022 · 2.1K citations · Full text

, , +12

DreamBooth: Fine Tuning Text-to-Image Diffusion Models for Subject-Driven Generation

Nataniel Ruiz, Yuanzhen Li, Varun Jampani et al. · 2023 · 1.9K citations

, , +13

AttnGAN: Fine-Grained Text to Image Generation with Attentional Generative Adversarial Networks

Tao Xu, Pengchuan Zhang, Qiuyuan Huang et al. · 2018 · 1.9K citations

, , +13

Synthetic Data for Text Localisation in Natural Images

Ankush Gupta, Andrea Vedaldi, Andrew Zisserman · 2016 · 1.5K citations

, , +13

1–5 of 990

Authors

3.1K

  1. DC
    Daniel Cohen‐Or

    Tel Aviv University, Israel

    17 publications · 3K citations

    16

    h-index

  2. HZ
    Han Zhang

    Google (United States), United States

    15 publications · 4K citations

    14

    h-index

  3. TD
    Tali Dekel

    Google (United States), United States

    10 publications · 1.6K citations

    11

    h-index

  4. KA
    Kfir Aberman

    Google (United States), United States

    10 publications · 3.5K citations

    11

    h-index

  5. JZ
    Jun-Yan Zhu

    Carnegie Mellon University, United States

    9 publications · 1.6K citations

    11

    h-index

1–5 of 3.1K

Institutions

590

  1. Google (United States)

    Mountain View, United States

    30 h-index

    172 publications

    33.5K citations

  2. Tel Aviv University

    Tel Aviv, Israel

    18 h-index

    60 publications

    8.7K citations

  3. Peking University

    Beijing, China

    18 h-index

    54 publications

    3.5K citations

  4. Adobe Systems (United States)

    San Jose, United States

    18 h-index

    64 publications

    8.2K citations

  5. Tsinghua University

    Beijing, China

    17 h-index

    37 publications

    4K citations

  6. Carnegie Mellon University

    Pittsburgh, United States

    17 h-index

    40 publications

    5.4K citations

  7. Zhejiang University

    Hangzhou, China

    17 h-index

    50 publications

    4.9K citations

  8. Tencent (China)

    Shenzhen, China

    15 h-index

    40 publications

    9K citations

1–8 of 590

Venues

  1. arXiv (Cornell University)

    Repository · 261 publications · 22K citations

    58

    h-index

  2. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 22 publications · 1.5K citations

    18

    h-index

  3. 15

    h-index

  4. ACM Transactions on Graphics

    TOG · 15 publications · 1.5K citations

    14

    h-index

  5. IEEE Access

    14 publications · 603 citations

    13

    h-index

1–5