EvolveNet: Adaptive Self-Supervised Continual Learning without Prior Knowledge

被引:0
|
作者
Liu, Zhuang [1 ]
Song, Xiangrui [1 ]
Zhao, Sihuan [2 ]
Shi, Ya [2 ]
Yang, Dengfeng [2 ]
机构
[1] School of Fintech, Dongbei University of Finance and Economics, Dalian,116025, China
[2] Department of Computer Science, Dalian University of Technology, Dalian,116024, China
关键词
Compendex;
D O I
10.11999/JEIT240142
中图分类号
学科分类号
摘要
Adversarial machine learning - Contrastive Learning - Federated learning - Spatio-temporal data - Supervised learning - Unsupervised learning
引用
收藏
页码:3256 / 3266
相关论文
共 50 条
  • [21] Self-supervised knowledge distillation for complementary label learning
    Liu, Jiabin
    Li, Biao
    Lei, Minglong
    Shi, Yong
    NEURAL NETWORKS, 2022, 155 : 318 - 327
  • [22] Functional Knowledge Transfer with Self-supervised Representation Learning
    Chhipa, Prakash Chandra
    Chopra, Muskaan
    Mengi, Gopal
    Gupta, Varun
    Upadhyay, Richa
    Chippa, Meenakshi Subhash
    De, Kanjar
    Saini, Rajkumar
    Uchida, Seiichi
    Liwicki, Marcus
    2023 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, ICIP, 2023, : 3339 - 3343
  • [23] Self-supervised knowledge distillation in counterfactual learning for VQA
    Bi, Yandong
    Jiang, Huajie
    Zhang, Hanfu
    Hu, Yongli
    Yin, Baocai
    PATTERN RECOGNITION LETTERS, 2024, 177 : 33 - 39
  • [24] A Simple Data Mixing Prior for Improving Self-Supervised Learning
    Ren, Sucheng
    Wang, Huiyu
    Gao, Zhengqi
    He, Shengfeng
    Yuille, Alan
    Zhou, Yuyin
    Xie, Cihang
    2022 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR 2022), 2022, : 14575 - 14584
  • [25] Learning Compound Tasks without Task-specific Knowledge via Imitation and Self-supervised Learning
    Lee, Sang-Hyun
    Seo, Seung-Woo
    INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 119, 2020, 119
  • [26] Graph Knowledge Structure for Attentional Knowledge Tracing With Self-Supervised Learning
    Liu, Zhaohui
    Liu, Sainan
    Gu, Weifeng
    IEEE ACCESS, 2025, 13 : 10933 - 10943
  • [27] SELF-SUPERVISED ADAPTIVE NETWORKS
    LUTTRELL, SP
    IEE PROCEEDINGS-F RADAR AND SIGNAL PROCESSING, 1992, 139 (06) : 371 - 377
  • [28] Self-Supervised Curriculum Generation for Autonomous Reinforcement Learning Without Task-Specific Knowledge
    Lee, Sang-Hyun
    Seo, Seung-Woo
    IEEE ROBOTICS AND AUTOMATION LETTERS, 2024, 9 (05) : 4043 - 4050
  • [29] Adversarial Continual Learning to Transfer Self-Supervised Speech Representations for Voice Pathology Detection
    Park, Dongkeon
    Yu, Yechan
    Katabi, Dina
    Kim, Hong Kook
    IEEE SIGNAL PROCESSING LETTERS, 2023, 30 (932-936) : 932 - 936
  • [30] Self-supervised learning for an operational knowledge-based system
    Olley, P
    Kochhar, AK
    COMPUTER INTEGRATED MANUFACTURING SYSTEMS, 1998, 11 (04): : 297 - 308