GUMBLE: Uncertainty-Aware Conditional Mobile Data Generation Using Bayesian Learning

被引：0
|
作者：
Skocaj, Marco [1 ,2 ]
Amorosa, Lorenzo Mario [1 ,2 ]
Lombardi, Michele [3 ]
Verdone, Roberto [1 ,2 ]
机构：
[1] University of Bologna, Department of Electrical, Electronic and Information Engineering (DEI), Guglielmo Marconi, Bologna,40126, Italy
[2] WiLab - National Wireless Communication Laboratory (CNIT), Bologna,40133, Italy
[3] University of Bologna, Department of Informatics, Science and Engineering (DISI), Bologna,40126, Italy
来源：
IEEE Transactions on Mobile Computing | 2024年 / 23卷 / 12期
关键词：
D O I：
10.1109/TMC.2024.3438208
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：13158 / 13171
相关论文
共 50 条
  • [1] Uncertainty-Aware Multitask Allocation for Parallelized Mobile Edge Learning
    Mays, Duncan J.
    Elsayed, Sara A.
    Hassanein, Hossam S.
    [J]. IEEE CONFERENCE ON GLOBAL COMMUNICATIONS, GLOBECOM, 2023, : 3597 - 3602
  • [2] Uncertainty-Aware Data Aggregation for Deep Imitation Learning
    Cui, Yuchen
    Isele, David
    Niekum, Scott
    Fujimura, Kikuo
    [J]. 2019 INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION (ICRA), 2019, : 761 - 767
  • [3] Using Bayesian deep learning approaches for uncertainty-aware building energy surrogate models
    Westermann, Paul
    Evins, Ralph
    [J]. ENERGY AND AI, 2021, 3
  • [4] Uncertainty-aware point cloud segmentation for infrastructure projects using Bayesian deep learning
    Vassilev, Hristo
    Laska, Marius
    Blankenbach, Joerg
    [J]. AUTOMATION IN CONSTRUCTION, 2024, 164
  • [5] Uncertainty-Aware Data Augmentation for Offline Reinforcement Learning
    Su, Yunjie
    Kong, Yilun
    Wang, Xueqian
    [J]. 2023 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, IJCNN, 2023,
  • [6] Uncertainty-Aware Scene Graph Generation
    Li, Xuewei
    Wu, Tao
    Zheng, Guangcong
    Yu, Yunlong
    Li, Xi
    [J]. PATTERN RECOGNITION LETTERS, 2023, 167 : 30 - 37
  • [7] Fairness- and Uncertainty-Aware Data Generation for Data-Driven Design Based on Active Learning
    Xie, Jiarui
    Zhang, Chonghui
    Sun, Lijun
    Zhao, Yaoyao Fiona
    [J]. JOURNAL OF COMPUTING AND INFORMATION SCIENCE IN ENGINEERING, 2024, 24 (05)
  • [8] Uncertainty-Aware Reconstructed Image Correction for Proton Computed Tomography Using Bayesian Deep Learning
    Nomura, Y.
    Tanaka, S.
    Wang, J.
    Shirato, H.
    Shimizu, S.
    Xing, L.
    [J]. MEDICAL PHYSICS, 2020, 47 (06) : E442 - E442
  • [9] FAIRNESS- AND UNCERTAINTY-AWARE DATA GENERATION FOR DATA- DRIVEN DESIGN
    Xie, Jiarui
    Zhang, Chonghui
    Sun, Lijun
    Zhao, Yaoyao Fiona
    [J]. PROCEEDINGS OF ASME 2023 INTERNATIONAL DESIGN ENGINEERING TECHNICAL CONFERENCES AND COMPUTERS AND INFORMATION IN ENGINEERING CONFERENCE, IDETC-CIE2023, VOL 2, 2023,
  • [10] Uncertainty-aware soft sensor using Bayesian recurrent neural networks
    Lee, Minjung
    Bae, Jinsoo
    Kim, Seoung Bum
    [J]. ADVANCED ENGINEERING INFORMATICS, 2021, 50
12345