A survey of multimodal deep generative models

被引:0
|
作者
Suzuki, Masahiro [1 ]
Matsuo, Yutaka [1 ]
机构
[1] Department of Technology Management for Innovation, The University of Tokyo, Tokyo, Japan
来源
Advanced Robotics | 2022年 / 36卷 / 5-6期
关键词
Auto encoders - Building model - Cross-modal - Deep generative model - Generative model - Multi-modal - Multi-modal data - Multi-modal learning - Prediction-based - Shared representations;
D O I
暂无
中图分类号
学科分类号
摘要
126
引用
收藏
页码:261 / 278
相关论文
共 50 条
  • [1] A survey of multimodal deep generative models
    Suzuki, Masahiro
    Matsuo, Yutaka
    [J]. ADVANCED ROBOTICS, 2022, 36 (5-6) : 261 - 278
  • [2] Deep Generative Models: Survey
    Oussidi, Achraf
    Elhassouny, Azeddine
    [J]. 2018 INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS AND COMPUTER VISION (ISCV2018), 2018,
  • [3] Deep Generative Models for Synthetic Data: A Survey
    Eigenschink, Peter
    Reutterer, Thomas
    Vamosi, Stefan
    Vamosi, Ralf
    Sun, Chang
    Kalcher, Klaudius
    [J]. IEEE ACCESS, 2023, 11 : 47304 - 47320
  • [4] Multimodal and multicontrast image fusion via deep generative models
    Dimitri, Giovanna Maria
    Spasov, Simeon
    Duggento, Andrea
    Passamonti, Luca
    Lio, Pietro
    Toschi, Nicola
    [J]. INFORMATION FUSION, 2022, 88 : 146 - 160
  • [5] Multimodal Prediction and Personalization of Photo Edits with Deep Generative Models
    Saeedi, Ardavan
    Hoffman, Matthew D.
    DiVerdi, Stephen J.
    Ghandeharioun, Asma
    Johnson, Matthew J.
    Adams, Ryan P.
    [J]. INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND STATISTICS, VOL 84, 2018, 84
  • [6] Evidential Softmax for Sparse Multimodal Distributions in Deep Generative Models
    Chen, Phil
    Itkina, Masha
    Senanayake, Ransalu
    Kochenderfer, Mykel J.
    [J]. ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 34 (NEURIPS 2021), 2021, 34
  • [7] Deep Generative Models in the Industrial Internet of Things: A Survey
    De, Suparna
    Bermudez-Edo, Maria
    Xu, Honghui
    Cai, Zhipeng
    [J]. IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2022, 18 (09) : 5728 - 5737
  • [8] A Systematic Survey on Deep Generative Models for Graph Generation
    Guo, Xiaojie
    Zhao, Liang
    [J]. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 45 (05) : 5370 - 5390
  • [9] Deep learning with the generative models for recommender systems: A survey
    Nahta, Ravi
    Chauhan, Ganpat Singh
    Meena, Yogesh Kumar
    Gopalani, Dinesh
    [J]. COMPUTER SCIENCE REVIEW, 2024, 53
  • [10] Adversarial Attacks Against Deep Generative Models on Data: A Survey
    Sun, Hui
    Zhu, Tianqing
    Zhang, Zhiqiu
    Jin, Dawei
    Xiong, Ping
    Zhou, Wanlei
    [J]. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2023, 35 (04) : 3367 - 3388