Trends in integration of vision and language research: A survey of tasks, datasets, and methods

被引:0
|
作者
Mogadala, Aditya [1 ]
Kalimuthu, Marimuthu [1 ]
Klakow, Dietrich [1 ]
机构
[1] Spoken Language Systems (LSV), Saarland Informatics Campus, Saarland University, Saarbrücken,66123, Germany
关键词
All Open Access; Gold;
D O I
10.1613/JAIR.1.11688
中图分类号
学科分类号
摘要
Surveys
引用
收藏
页码:1183 / 1317
相关论文
共 50 条
  • [1] Vision-and-Language Navigation: A Survey of Tasks, Methods, and Future Directions
    Gu, Jing
    Stefani, Eliana
    Wu, Qi
    Thomason, Jesse
    Wang, Xin Eric
    [J]. PROCEEDINGS OF THE 60TH ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS (ACL 2022), VOL 1: (LONG PAPERS), 2022, : 7606 - 7623
  • [2] An Analysis of Action Recognition Datasets for Language and Vision Tasks
    Gella, Spandana
    Keller, Frank
    [J]. PROCEEDINGS OF THE 55TH ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS (ACL 2017), VOL 2, 2017, : 64 - 71
  • [3] Vision-Language Models for Vision Tasks: A Survey
    Zhang, Jingyi
    Huang, Jiaxing
    Jin, Sheng
    Lu, Shijian
    [J]. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2024, 46 (08) : 5625 - 5644
  • [4] A survey of public datasets for computer vision tasks in precision agriculture
    Lu, Yuzhen
    Young, Sierra
    [J]. COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2020, 178
  • [5] Debiasing vision-language models for vision tasks: a survey
    Zhu, Beier
    Zhang, Hanwang
    [J]. Frontiers of Computer Science, 2025, 19 (01)
  • [6] Language Integration in Remote Sensing: Tasks, datasets, and future directions
    Bashmal, Laila
    Bazi, Yakoub
    Melgani, Farid
    Al Rahhal, Mohamad M.
    Al Zuair, Mansour Abdulaziz
    [J]. IEEE GEOSCIENCE AND REMOTE SENSING MAGAZINE, 2023, 11 (04) : 63 - 93
  • [7] A survey on lung CT datasets and research trends
    Adiraju R.V.
    Elias S.
    [J]. Research on Biomedical Engineering, 2021, 37 (2) : 403 - 418
  • [8] Transfer Learning Methods as a New Approach in Computer Vision Tasks with Small Datasets
    Brodzicki, Andrzej
    Piekarski, Michal
    Kucharski, Dariusz
    Jaworek-Korjakowska, Joanna
    Gorgon, Marek
    [J]. FOUNDATIONS OF COMPUTING AND DECISION SCIENCES, 2020, 45 (03) : 179 - 193
  • [9] A survey of maritime vision datasets
    Li Su
    Yusheng Chen
    Hao Song
    Wanyi Li
    [J]. Multimedia Tools and Applications, 2023, 82 : 28873 - 28893
  • [10] A survey of maritime vision datasets
    Su, Li
    Chen, Yusheng
    Song, Hao
    Li, Wanyi
    [J]. MULTIMEDIA TOOLS AND APPLICATIONS, 2023, 82 (19) : 28873 - 28893