Concepedia

Face Representation Learning

Face Representation Learning is a machine learning methodology that specifically focuses on extracting discriminative and invariant facial features from raw pixel data to form compact, meaningful representations suitable for face recognition tasks.

3.4K

Publications

289.5K

Citations

7.9K

Authors

1.7K

Institutions

Publications per year

2017–2026

2.1K

Parents

Publications

3.4K

Rectified Linear Units Improve Restricted Boltzmann Machines

Vinod Nair, Geoffrey E. Hinton · International Conference on Machine Learning · 2010 · 13.2K citations

, , +16

FaceNet: A unified embedding for face recognition and clustering

2015 · 11.2K citations · Full text

, , +15

Deep Learning Face Attributes in the Wild

Ziwei Liu, Ping Luo, Xiaogang Wang et al. · 2015 · 7.7K citations

, , +13

DeepFace: Closing the Gap to Human-Level Performance in Face Verification

Yaniv Taigman, Ming Yang, Marc’Aurelio Ranzato et al. · 2014 · 6.6K citations

, , +15

From few to many: illumination cone models for face recognition under variable lighting and pose

Athinodoros S. Georghiades, Peter N. Belhumeur, David Kriegman · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2001 · 5K citations

, , +15

1–5 of 3.4K

Authors

7.9K

  1. SS
    Shiguang Shan

    Institute of Computing Technology, China

    60 publications · 7.9K citations

    39

    h-index

  2. XC
    Xilin Chen

    Institute of Computing Technology, China

    50 publications · 7.1K citations

    33

    h-index

  3. RH
    Ran He

    Institute of Automation, China

    39 publications · 4.5K citations

    29

    h-index

  4. JL
    Jiwen Lu

    Tsinghua University, China

    36 publications · 3.2K citations

    29

    h-index

  5. XT
    Xiaoou Tang

    Chinese University of Hong Kong, Hong Kong SAR China

    34 publications · 17.5K citations

    29

    h-index

1–5 of 7.9K

Institutions

1.7K

  1. Chinese Academy of Sciences

    Beijing, China

    72 h-index

    525 publications

    49.9K citations

  2. University of Chinese Academy of Sciences

    Beijing, China

    54 h-index

    320 publications

    28.2K citations

  3. Tsinghua University

    Beijing, China

    44 h-index

    199 publications

    15.8K citations

  4. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    41 h-index

    155 publications

    63.7K citations

  5. Michigan State University

    East Lansing, United States

    38 h-index

    111 publications

    15.8K citations

  6. Harbin Institute of Technology

    Harbin, China

    38 h-index

    114 publications

    12.9K citations

  7. Institute of Automation

    Beijing, China

    37 h-index

    198 publications

    18.8K citations

  8. Nanjing University of Science and Technology

    Nanjing, China

    36 h-index

    167 publications

    9.9K citations

1–8 of 1.7K

Venues

  1. Pattern Recognition

    178 publications · 11.2K citations

    60

    h-index

  2. IEEE Transactions on Pattern Analysis and Machine Intelligence

    TPAMI · 74 publications · 16.2K citations

    51

    h-index

  3. arXiv (Cornell University)

    Repository · 252 publications · 12.6K citations

    48

    h-index

  4. IEEE Transactions on Image Processing

    100 publications · 8.6K citations

    46

    h-index

  5. Neurocomputing

    152 publications · 7K citations

    41

    h-index

1–5