Concepedia

Robust Loss

Robust Loss is a type of loss function in machine learning that is designed to minimize the influence of outliers and noisy data points by maintaining stable performance across deviations from model assumptions.

287

Publications

21.5K

Citations

867

Authors

364

Institutions

Publications per year

2017–2026

199

Parents

Publications

287

Deep Laplacian Pyramid Networks for Fast and Accurate Super-Resolution

Wei‐Sheng Lai, Jia‐Bin Huang, Narendra Ahuja et al. · 2017 · 3K citations

, , +13

Fast and Accurate Image Super-Resolution with Deep Laplacian Pyramid Networks

Wei‐Sheng Lai, Jia‐Bin Huang, Narendra Ahuja et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2018 · 949 citations

, , +14

Theoretically Principled Trade-off between Robustness and Accuracy

Yaodong Yu, Jiantao Jiao, Eric P. Xing et al. · arXiv (Cornell University) · 2019 · 925 citations · Full text

, , +13

Robust Loss Functions under Label Noise for Deep Neural Networks

Aritra Ghosh, Himanshu Kumar, P. S. Sastry · Proceedings of the AAAI Conference on Artificial Intelligence · 2017 · 910 citations · Full text

, , +16

Provable defenses against adversarial examples via the convex outer adversarial polytope

Eric Wong, J. Zico Kolter · arXiv (Cornell University) · 2017 · 719 citations · Full text

, , +16

1–5 of 287

Authors

867

  1. YT
    Yingjie Tian

    Chinese Academy of Sciences, China

    5 publications · 132 citations

    5

    h-index

  2. CD
    Chris Ding

    The University of Texas at Arlington, United States

    5 publications · 471 citations

    5

    h-index

  3. LY
    Liming Yang

    China Agricultural University, China

    4 publications · 111 citations

    4

    h-index

  4. SF
    Saiji Fu

    University of Chinese Academy of Sciences, China

    4 publications · 99 citations

    4

    h-index

  5. XP
    Xi Peng

    Sichuan University, China

    4 publications · 548 citations

    4

    h-index

1–5 of 867

Institutions

364

  1. Chinese Academy of Sciences

    Beijing, China

    14 h-index

    30 publications

    1K citations

  2. China Agricultural University

    Beijing, China

    8 h-index

    16 publications

    410 citations

  3. Xi'an Jiaotong University

    Xi'an, China

    8 h-index

    24 publications

    1.4K citations

  4. University of Chinese Academy of Sciences

    Beijing, China

    7 h-index

    17 publications

    454 citations

  5. Indian Institute of Science Bangalore

    Bengaluru, India

    7 h-index

    16 publications

    2.7K citations

  6. Google (United States)

    Mountain View, United States

    7 h-index

    12 publications

    548 citations

  7. The University of Texas at Arlington

    Arlington, United States

    6 h-index

    13 publications

    1.4K citations

  8. Stanford University

    Stanford, United States

    6 h-index

    11 publications

    493 citations

1–8 of 364

Venues

  1. arXiv (Cornell University)

    Repository · 55 publications · 4.3K citations

    29

    h-index

  2. IEEE Transactions on Pattern Analysis and Machine Intelligence

    TPAMI · 12 publications · 1.8K citations

    12

    h-index

  3. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 7 publications · 1.1K citations

    7

    h-index

  4. 5

    h-index

  5. IEEE Transactions on Image Processing

    5 publications · 276 citations

    5

    h-index

1–5