Concepedia

Variational Feature Modeling

Variational Feature Modeling is a computational modeling paradigm within feature-based modeling that formally integrates probabilistic variations and uncertainties into the representation and manipulation of features, distinguishing it by its foundation in variational inference principles to enable robust, adaptive, and statistically grounded feature configurations.

15

Publications

535

Citations

59

Authors

26

Institutions

Publications per year

2017–2026

11

Parents

Publications

15

Few-Shot Object Detection via Variational Feature Aggregation

Jiaming Han, Yuqiang Ren, Jian Ding et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2023 · 126 citations · Full text

, , +15

Variational Feature Disentangling for Fine-Grained Few-Shot Classification

Jingyi Xu, Hieu Lê, Mingzhen Huang et al. · 2021 IEEE/CVF International Conference on Computer Vision (ICCV) · 2021 · 71 citations

, , +16

Improving variational autoencoder with deep feature consistent and generative adversarial training

Xianxu Hou, Ke Sun, Linlin Shen et al. · Neurocomputing · 2019 · 59 citations · Full text

, , +14

A survey of feature modeling methods: Historical evolution and new development

Lei Li, Yufan Zheng, Maolin Yang et al. · Robotics and Computer-Integrated Manufacturing · 2019 · 50 citations

, , +13

Abnormality Detection for Drilling Processes Based on Jensen–Shannon Divergence and Adaptive Alarm Limits

Yupeng Li, Weihua Cao, Wenkai Hu et al. · IEEE Transactions on Industrial Informatics · 2020 · 42 citations

, , +14

1–5 of 15

Authors

59

  1. WH
    Wenkai Hu

    China University of Geosciences, China

    1 publications · 42 citations

    1

    h-index

  2. JD
    Jian Ding

    Wuhan University, China

    1 publications · 126 citations

    1

    h-index

  3. SG
    S. Ghebreab

    University of Amsterdam, Netherlands

    1 publications · 10 citations

    1

    h-index

  4. ZC
    Zhengrong Cheng

    University of Alberta, Canada

    1 publications · 50 citations

    1

    h-index

  5. HL
    Hieu Lê

    Stony Brook University, United States

    1 publications · 71 citations

    1

    h-index

1–5 of 59

Institutions

26

  1. Xi'an Jiaotong University

    Xi'an, China

    2 h-index

    11 publications

    217 citations

  2. Ningxia University

    Yinchuan, China

    1 h-index

    6 publications

    204 citations

  3. Shenzhen University

    Shenzhen, China

    1 h-index

    4 publications

    236 citations

  4. University of Kansas

    Lawrence, United States

    1 h-index

    1 publications

    19 citations

  5. Stony Brook University

    Stony Brook, United States

    1 h-index

    4 publications

    284 citations

  6. Hunan University

    Changsha, China

    1 h-index

    3 publications

    45 citations

  7. Massachusetts Institute of Technology

    Cambridge, United States

    1 h-index

    1 publications

    26 citations

  8. Ministry of Education of the People's Republic of China

    Beijing, China

    1 h-index

    4 publications

    168 citations

1–8 of 26

Venues

  1. Neurocomputing

    2 publications · 85 citations

    2

    h-index

  2. 2021 IEEE/CVF International Conference on Computer Vision (ICCV)

    Conference · 1 publications · 71 citations

    1

    h-index

  3. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 1 publications · 126 citations

    1

    h-index

  4. 1

    h-index

  5. 1

    h-index

1–5