Concepedia

Dropout Modeling

Dropout Modeling is a computational method in single-cell genomics that specifically addresses the phenomenon of false negative gene expression measurements by statistically distinguishing biological zero expression from technical dropouts through probabilistic modeling.

632

Publications

43K

Citations

2.2K

Authors

866

Institutions

Publications per year

2017–2026

435

Parents

Publications

632

SimCSE: Simple Contrastive Learning of Sentence Embeddings

Tianyu Gao, Xingcheng Yao, Danqi Chen · Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing · 2021 · 2.5K citations · Full text

, , +14

A continual learning survey: Defying forgetting in classification tasks

Matthias Delange, Rahaf Aljundi, Marc Masana et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2021 · 1.6K citations · Full text

, , +15

Single-cell RNA-seq denoising using a deep count autoencoder

Gökçen Eraslan, Lukas M. Simon, Maria Mircea et al. · Nature Communications · 2019 · 1.2K citations · Full text

, , +15

Co-Occurrence Feature Learning for Skeleton Based Action Recognition Using Regularized Deep LSTM Networks

Wentao Zhu, Cuiling Lan, Junliang Xing et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2016 · 890 citations · Full text

, , +15

A general and flexible method for signal extraction from single-cell RNA-seq data

Davide Risso, Fanny Perraudeau, Svetlana Gribkova et al. · Nature Communications · 2018 · 838 citations · Full text

, , +13

1–5 of 632

Authors

2.2K

  1. DS
    Debarka Sengupta

    Indraprastha Institute of Information Technology Delhi, India

    4 publications · 307 citations

    4

    h-index

  2. SZ
    Shihua Zhang

    Academy of Mathematics and Systems Science, China

    4 publications · 214 citations

    4

    h-index

  3. SM
    Somshubra Majumdar

    University of Illinois Chicago, United States

    3 publications · 158 citations

    3

    h-index

  4. XQ
    Xiaoning Qian

    Texas A&M University, United States

    3 publications · 47 citations

    3

    h-index

  5. AK
    Alex Kendall

    University of Cambridge, United Kingdom

    3 publications · 287 citations

    3

    h-index

1–5 of 2.2K

Institutions

866

  1. Chinese Academy of Sciences

    Beijing, China

    12 h-index

    31 publications

    3K citations

  2. Tsinghua University

    Beijing, China

    12 h-index

    41 publications

    4.4K citations

  3. University of Chinese Academy of Sciences

    Beijing, China

    8 h-index

    14 publications

    2.3K citations

  4. University of Science and Technology of China

    Hefei, China

    7 h-index

    24 publications

    1.4K citations

  5. University of Michigan

    Ann Arbor, United States

    6 h-index

    11 publications

    761 citations

  6. University of California, Los Angeles

    Los Angeles, United States

    6 h-index

    15 publications

    2.1K citations

  7. King Saud University

    Riyadh, Saudi Arabia

    6 h-index

    11 publications

    905 citations

  8. Beihang University

    Beijing, China

    5 h-index

    10 publications

    281 citations

1–8 of 866

Venues

  1. arXiv (Cornell University)

    Repository · 37 publications · 1.8K citations

    20

    h-index

  2. bioRxiv (Cold Spring Harbor Laboratory)

    Repository · 17 publications · 572 citations

    15

    h-index

  3. Bioinformatics

    14 publications · 1.2K citations

    13

    h-index

  4. IEEE Access

    10 publications · 504 citations

    9

    h-index

  5. Applied Sciences

    8 publications · 269 citations

    8

    h-index

1–5