Concepedia

Reconstruction Loss

Reconstruction Loss is a type of loss function used in machine learning that quantifies the discrepancy between the original input data and its reconstructed version, typically in models designed for dimensionality reduction or generative tasks, to enforce fidelity in the reproduction of data.

438

Publications

31.6K

Citations

1.8K

Authors

504

Institutions

Publications per year

2017–2026

412

Parents

Publications

438

Unsupervised Monocular Depth Estimation with Left-Right Consistency

Clément Godard, Oisin Mac Aodha, Gabriel Brostow · 2017 · 3.3K citations

, , +16

GeoNet: Unsupervised Learning of Dense Depth, Optical Flow and Camera Pose

Zhichao Yin, Jianping Shi · 2018 · 1.3K citations

, , +16

Improved Deep Embedded Clustering with Local Structure Preservation

Xifeng Guo, Long Gao, Xinwang Liu et al. · 2017 · 900 citations · Full text

, , +13

PlenOctrees for Real-time Rendering of Neural Radiance Fields

Alex Yu, Ruilong Li, Matthew Tancik et al. · 2021 IEEE/CVF International Conference on Computer Vision (ICCV) · 2021 · 800 citations

, , +14

Compressed Sensing MRI Reconstruction Using a Generative Adversarial Network With a Cyclic Loss

Tran Minh Quan, Thanh Nguyen-Duc, Won‐Ki Jeong · IEEE Transactions on Medical Imaging · 2018 · 642 citations · Full text

, , +17

1–5 of 438

Authors

1.8K

  1. LM
    Lin Ma

    Tencent (China), China

    4 publications · 504 citations

    4

    h-index

  2. QT
    Qiaoyu Tan

    Texas A&M University, United States

    4 publications · 189 citations

    4

    h-index

  3. NL
    Ninghao Liu

    Texas A&M University, United States

    4 publications · 189 citations

    4

    h-index

  4. MW
    Meng Wang

    Hefei University of Technology, China

    4 publications · 177 citations

    4

    h-index

  5. AY
    Alan Yuille

    Johns Hopkins University, United States

    4 publications · 126 citations

    4

    h-index

1–5 of 1.8K

Institutions

504

  1. University of Chinese Academy of Sciences

    Beijing, China

    15 h-index

    45 publications

    2.6K citations

  2. Xidian University

    Xi'an, China

    13 h-index

    39 publications

    2.7K citations

  3. Tsinghua University

    Beijing, China

    13 h-index

    32 publications

    1.4K citations

  4. Tencent (China)

    Shenzhen, China

    12 h-index

    25 publications

    2.2K citations

  5. Chinese Academy of Sciences

    Beijing, China

    12 h-index

    34 publications

    3.3K citations

  6. University of Science and Technology of China

    Hefei, China

    10 h-index

    26 publications

    1.4K citations

  7. Harbin Institute of Technology

    Harbin, China

    10 h-index

    21 publications

    814 citations

  8. Sun Yat-sen University

    Guangzhou, China

    9 h-index

    20 publications

    1.4K citations

1–8 of 504

Venues

  1. arXiv (Cornell University)

    Repository · 67 publications · 3.9K citations

    31

    h-index

  2. 19

    h-index

  3. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 14 publications · 890 citations

    14

    h-index

  4. IEEE Transactions on Image Processing

    14 publications · 863 citations

    13

    h-index

  5. IEEE Access

    13 publications · 357 citations

    12

    h-index

1–5