Concepedia

Hard Negative Mining

Hard Negative Mining is a passage retrieval technique that identifies and utilizes minimally incorrect or highly plausible negative examples to improve model discrimination by focusing on those instances most likely to be misclassified.

118

Publications

10.1K

Citations

440

Authors

162

Institutions

Publications per year

2017–2026

114

Parents

Publications

118

Beyond Triplet Loss: A Deep Quadruplet Network for Person Re-identification

Weihua Chen, Xiaotang Chen, Jianguo Zhang et al. · 2017 · 1.2K citations

, , +9

Face detection using deep learning: An improved faster RCNN approach

Xudong Sun, Pengcheng Wu, Steven C. H. Hoi · Neurocomputing · 2018 · 706 citations · Full text

, , +16

Ship detection in SAR images based on an improved faster R-CNN

Jianwei Li, Changwen Qu, Jiaqi Shao · 2017 · 642 citations

, , +15

VSE++: Improving Visual-Semantic Embeddings with Hard Negatives

Fartash Faghri, David J. Fleet, Jamie Kiros et al. · arXiv (Cornell University) · 2017 · 580 citations · Full text

, , +15

Deep Metallic Surface Defect Detection: The New Benchmark and Detection Network

Xiaoming Lv, Fajie Duan, Jiajia Jiang et al. · Sensors · 2020 · 534 citations · Full text

, , +15

1–5 of 118

Authors

440

  1. WZ
    Wenzhao Zheng

    Tsinghua University, China

    4 publications · 220 citations

    4

    h-index

  2. JL
    Jiwen Lu

    Tsinghua University, China

    4 publications · 220 citations

    4

    h-index

  3. JZ
    Jie Zhou

    Tsinghua University, China

    4 publications · 220 citations

    4

    h-index

  4. HL
    Huangjing Lin

    Chinese University of Hong Kong, Hong Kong SAR China

    3 publications · 206 citations

    3

    h-index

  5. QD
    Qi Dou

    Chinese University of Hong Kong, Hong Kong SAR China

    3 publications · 206 citations

    3

    h-index

1–5 of 440

Institutions

162

  1. University of Chinese Academy of Sciences

    Beijing, China

    7 h-index

    23 publications

    5K citations

  2. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    5 h-index

    13 publications

    879 citations

  3. Chinese Academy of Sciences

    Beijing, China

    5 h-index

    20 publications

    772 citations

  4. Carnegie Mellon University

    Pittsburgh, United States

    4 h-index

    9 publications

    700 citations

  5. Shanghai Jiao Tong University

    Shanghai, China

    4 h-index

    12 publications

    332 citations

  6. National University of Defense Technology

    Changsha, China

    4 h-index

    17 publications

    1.9K citations

  7. Wuhan University

    Wuhan, China

    3 h-index

    9 publications

    561 citations

  8. Hong Kong Polytechnic University

    Hong Kong, Hong Kong

    3 h-index

    3 publications

    386 citations

1–8 of 162

Venues

  1. arXiv (Cornell University)

    Repository · 17 publications · 1.1K citations

    14

    h-index

  2. IEEE Access

    4 publications · 153 citations

    4

    h-index

  3. IEEE Transactions on Image Processing

    3 publications · 329 citations

    3

    h-index

  4. Pattern Recognition

    3 publications · 184 citations

    3

    h-index

  5. IEEE Geoscience and Remote Sensing Letters

    GRSL · 2 publications · 119 citations

    2

    h-index

1–5