Overcoming language priors in visual question answering with cumulative learning strategy

被引:0
|
作者
Mao, Aihua [1 ]
Chen, Feng [1 ]
Ma, Ziying [1 ]
Lin, Ken [1 ]
机构
[1] School of Computer Science and Engineering, South China University of Technology, Guangzhou,511400, China
关键词
Compendex;
D O I
10.1016/j.neucom.2024.128419
中图分类号
学科分类号
摘要
Contrastive Learning
引用
收藏
相关论文
共 50 条
  • [1] Overcoming language priors with self-contrastive learning for visual question answering
    Hong Yan
    Lijun Liu
    Xupeng Feng
    Qingsong Huang
    Multimedia Tools and Applications, 2023, 82 : 16343 - 16358
  • [2] Overcoming language priors with self-contrastive learning for visual question answering
    Yan, Hong
    Liu, Lijun
    Feng, Xupeng
    Huang, Qingsong
    MULTIMEDIA TOOLS AND APPLICATIONS, 2023, 82 (11) : 16343 - 16358
  • [3] Overcoming Language Priors with Self-supervised Learning for Visual Question Answering
    Zhi, Xi
    Mao, Zhendong
    Liu, Chunxiao
    Zhang, Peng
    Wang, Bin
    Zhang, Yongdong
    PROCEEDINGS OF THE TWENTY-NINTH INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE, 2020, : 1083 - 1089
  • [4] Overcoming Language Priors in Visual Question Answering with Adversarial Regularization
    Ramakrishnan, Sainandan
    Agrawal, Aishwarya
    Lee, Stefan
    ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 31 (NIPS 2018), 2018, 31
  • [5] Overcoming Language Priors with Counterfactual Inference for Visual Question Answering
    Ren, Zhibo
    Wang, Huizhen
    Zhu, Muhua
    Wang, Yichao
    Xiao, Tong
    Zhu, Jingbo
    CHINESE COMPUTATIONAL LINGUISTICS, CCL 2023, 2023, 14232 : 58 - 71
  • [6] Overcoming Language Priors via Shuffling Language Bias for Robust Visual Question Answering
    Zhao, J.
    Yu, Z.
    Zhang, X.
    Yang, Y.
    IEEE ACCESS, 2023, 11 : 85980 - 85989
  • [7] Overcoming Language Priors for Visual Question Answering via Loss Rebalancing Label and Global Context
    Cao, Runlin
    Li, Zhixin
    UNCERTAINTY IN ARTIFICIAL INTELLIGENCE, 2023, 216 : 249 - 259
  • [8] Don't Just Assume; Look and Answer: Overcoming Priors for Visual Question Answering
    Agrawal, Aishwarya
    Batra, Dhruv
    Parikh, Devi
    Kembhavi, Aniruddha
    2018 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR), 2018, : 4971 - 4980
  • [9] StableNet: Distinguishing the hard samples to overcome language priors in visual question answering
    Yu, Zhengtao
    Zhao, Jia
    Guo, Chenliang
    Yang, Ying
    IET COMPUTER VISION, 2024, 18 (02) : 315 - 327
  • [10] Guiding Visual Question Answering with Attention Priors
    Le, Thao Minh
    Le, Vuong
    Gupta, Sunil
    Venkatesh, Svetha
    Tran, Truyen
    2023 IEEE/CVF WINTER CONFERENCE ON APPLICATIONS OF COMPUTER VISION (WACV), 2023, : 4370 - 4379