Concepedia

Zero-shot Image Recognition

Zero-Shot Image Recognition is an image understanding task in which a model identifies previously unseen object categories without any training examples from those categories, relying instead on semantic representations or auxiliary information to bridge the gap between known and unknown classes.

162

Publications

12K

Citations

485

Authors

177

Institutions

Publications per year

2017–2026

148

Parents

Publications

162

Attribute-Based Classification for Zero-Shot Visual Object Categorization

Christoph H. Lampert, Hannes Nickisch, Stefan Harmeling · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2013 · 1.6K citations

, , +15

Relative attributes

Devi Parikh, Kristen Grauman · 2011 · 900 citations

, , +16

Evaluation of output embeddings for fine-grained image classification

2015 · 734 citations · Full text

, , +13

Evaluation of Output Embeddings for Fine-grained Image Classification

Max Planck Digital Library · 2015 · 638 citations

, , +13

Label-Embedding for Attribute-Based Classification

Zeynep Akata, Florent Perronnin, Zaïd Harchaoui et al. · 2013 · 636 citations · Full text

, , +13

1–5 of 162

Authors

485

  1. LS
    Ling Shao

    Inception Institute of Artificial Intelligence, United Arab Emirates

    8 publications · 350 citations

    8

    h-index

  2. SM
    Shaobo Min

    University of Science and Technology of China, China

    6 publications · 276 citations

    7

    h-index

  3. YZ
    Yongdong Zhang

    University of Science and Technology of China, China

    5 publications · 254 citations

    7

    h-index

  4. HZ
    Hanwang Zhang

    Nanyang Technological University, Singapore

    6 publications · 811 citations

    6

    h-index

  5. HX
    Hongtao Xie

    University of Science and Technology of China, China

    5 publications · 254 citations

    6

    h-index

1–5 of 485

Institutions

177

  1. Chinese Academy of Sciences

    Beijing, China

    9 h-index

    15 publications

    676 citations

  2. University of Science and Technology of China

    Hefei, China

    8 h-index

    23 publications

    1.2K citations

  3. Zhejiang University

    Hangzhou, China

    8 h-index

    23 publications

    1.8K citations

  4. University of Electronic Science and Technology of China

    Chengdu, China

    5 h-index

    17 publications

    547 citations

  5. Tencent (China)

    Shenzhen, China

    5 h-index

    8 publications

    559 citations

  6. Nanjing University of Science and Technology

    Nanjing, China

    5 h-index

    5 publications

    73 citations

  7. Inception Institute of Artificial Intelligence

    Abu Dhabi, United Arab Emirates

    5 h-index

    5 publications

    285 citations

  8. Beijing University of Posts and Telecommunications

    Beijing, China

    4 h-index

    3 publications

    81 citations

1–8 of 177

Venues

  1. arXiv (Cornell University)

    Repository · 24 publications · 777 citations

    16

    h-index

  2. IEEE Transactions on Multimedia

    6 publications · 140 citations

    9

    h-index

  3. 5

    h-index

  4. 5

    h-index

  5. Pattern Recognition

    4 publications · 137 citations

    4

    h-index

1–5