Debiasing vision-language models for vision tasks: a survey

被引:0
|
作者
Zhu, Beier [1 ]
Zhang, Hanwang [1 ]
机构
[1] Nanyang Technol Univ, Sch Comp Sci & Engn, Singapore 639798, Singapore
关键词
D O I
10.1007/s11704-024-40051-3
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
引用
收藏
页数:3
相关论文
共 50 条
  • [21] Language Features Matter: Effective Language Representations for Vision-Language Tasks
    Burns, Andrea
    Tan, Reuben
    Saenko, Kate
    Sclaroff, Stan
    Plummer, Bryan A.
    2019 IEEE/CVF INTERNATIONAL CONFERENCE ON COMPUTER VISION (ICCV 2019), 2019, : 7473 - 7482
  • [22] Survey on Vision-language Pre-training
    Yin J.
    Zhang Z.-D.
    Gao Y.-H.
    Yang Z.-W.
    Li L.
    Xiao M.
    Sun Y.-Q.
    Yan C.-G.
    Ruan Jian Xue Bao/Journal of Software, 2023, 34 (05): : 2000 - 2023
  • [23] Conceptual Codebook Learning for Vision-Language Models
    Zhang, Yi
    Yu, Ke
    Wu, Siqi
    He, Zhihai
    COMPUTER VISION - ECCV 2024, PT LXXVII, 2024, 15135 : 235 - 251
  • [24] Unsupervised Prototype Adapter for Vision-Language Models
    Zhang, Yi
    Zhang, Ce
    Hu, Xueting
    He, Zhihai
    PATTERN RECOGNITION AND COMPUTER VISION, PRCV 2023, PT I, 2024, 14425 : 197 - 209
  • [25] Conditional Prompt Learning for Vision-Language Models
    Zhou, Kaiyang
    Yang, Jingkang
    Loy, Chen Change
    Liu, Ziwei
    2022 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR 2022), 2022, : 16795 - 16804
  • [26] Consistent prompt learning for vision-language models
    Zhang, Yonggang
    Tian, Xinmei
    KNOWLEDGE-BASED SYSTEMS, 2025, 310
  • [27] Adversarial Prompt Tuning for Vision-Language Models
    Zhang, Jiaming
    Ma, Xingjun
    Wang, Xin
    Qiu, Lingyu
    Wang, Jiaqi
    Jiang, Yu-Gang
    Sang, Jitao
    COMPUTER VISION - ECCV 2024, PT XLV, 2025, 15103 : 56 - 72
  • [28] Task Bias in Contrastive Vision-Language Models
    Menon, Sachit
    Chandratreya, Ishaan Preetam
    Vondrick, Carl
    INTERNATIONAL JOURNAL OF COMPUTER VISION, 2024, 132 (06) : 2026 - 2040
  • [29] Task Residual for Tuning Vision-Language Models
    Yu, Tao
    Lu, Zhihe
    Jin, Xin
    Chen, Zhibo
    Wang, Xinchao
    2023 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR), 2023, : 10899 - 10909
  • [30] Perceptual Grouping in Contrastive Vision-Language Models
    Ranasinghe, Kanchana
    McKinzie, Brandon
    Ravi, Sachin
    Yang, Yinfei
    Toshev, Alexander
    Shlens, Jonathon
    2023 IEEE/CVF INTERNATIONAL CONFERENCE ON COMPUTER VISION, ICCV, 2023, : 5548 - 5561