Wasserstein distributional robustness of neural networks

被引:0
|
作者
Bai, Xingjian [1 ]
Jiang, Yifan [2 ]
He, Guangyi [2 ]
Oblój, Jan [2 ]
机构
[1] Department of Computer Science, University of Oxford, United Kingdom
[2] Mathematical Institute, University of Oxford, United Kingdom
关键词
Compilation and indexing terms; Copyright 2024 Elsevier Inc;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 50 条
  • [31] Robustness of Graph Neural Networks at Scale
    Geisler, Simon
    Schmidt, Tobias
    Sirin, Hakan
    Zuegner, Daniel
    Bojchevski, Aleksandar
    Guennemann, Stephan
    ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 34 (NEURIPS 2021), 2021, 34
  • [32] Regularized Wasserstein Means for Aligning Distributional Data
    Mi, Liang
    Zhang, Wen
    Wang, Yalin
    THIRTY-FOURTH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, THE THIRTY-SECOND INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE CONFERENCE AND THE TENTH AAAI SYMPOSIUM ON EDUCATIONAL ADVANCES IN ARTIFICIAL INTELLIGENCE, 2020, 34 : 5166 - 5173
  • [33] Scene Classification by Coupling Convolutional Neural Networks With Wasserstein Distance
    Liu, Yishu
    Liu, Yingbin
    Ding, Liwang
    IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2019, 16 (05) : 722 - 726
  • [34] Distributional Robustness in Trajectory Space
    不详
    IEEE CONTROL SYSTEMS MAGAZINE, 2023, 43 (05): : 50 - 51
  • [35] Distributional reinforcement learning with unconstrained monotonic neural networks
    Theate, Thibaut
    Wehenkel, Antoine
    Bolland, Adrien
    Louppe, Gilles
    Ernst, Damien
    NEUROCOMPUTING, 2023, 534 : 199 - 219
  • [36] Distributional Neural Networks for Automatic Resolution of Crossword Puzzles
    Severyn, Aliaksei
    Nicosia, Massimo
    Barlacchi, Gianni
    Moschitti, Alessandro
    PROCEEDINGS OF THE 53RD ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS (ACL) AND THE 7TH INTERNATIONAL JOINT CONFERENCE ON NATURAL LANGUAGE PROCESSING (IJCNLP), VOL 2, 2015, : 199 - 204
  • [37] Deep Distributional Sequence Embeddings Based on a Wasserstein Loss
    Ahmed Abdelwahab
    Niels Landwehr
    Neural Processing Letters, 2022, 54 : 3749 - 3769
  • [38] Robustness in Compressed Neural Networks for Object Detection
    Cygert, Sebastian
    Czyzewski, Andrzej
    2021 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2021,
  • [39] POPQORN: Quantifying Robustness of Recurrent Neural Networks
    Ko, Ching-Yun
    Lyu, Zhaoyang
    Weng, Tsui-Wei
    Daniel, Luca
    Wong, Ngai
    Lin, Dahua
    INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 97, 2019, 97
  • [40] Precise and Generalized Robustness Certification for Neural Networks
    Yuan, Yuanyuan
    Wang, Shuai
    Su, Zhendong
    PROCEEDINGS OF THE 32ND USENIX SECURITY SYMPOSIUM, 2023, : 4769 - 4786