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
  • [1] Self-Supervised Continual Graph Learning in Adaptive Riemannian Spaces
    Sun, Li
    Ye, Junda
    Peng, Hao
    Wang, Feiyang
    Yu, Philip S.
    THIRTY-SEVENTH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, VOL 37 NO 4, 2023, : 4633 - 4642
  • [2] SPeCiaL: Self-supervised Pretraining for Continual Learning
    Caccia, Lucas
    Pineau, Joelle
    CONTINUAL SEMI-SUPERVISED LEARNING, CSSL 2021, 2022, 13418 : 91 - 103
  • [3] Kaizen: Practical self-supervised continual learning with continual fine-tuning
    Tang, Chi Ian
    Qendrol, Lorena
    Spathis, Dimitris
    Kawsar, Fahim
    Mascolo, Cecilia
    Mathur, Akhil
    2024 IEEE/CVF WINTER CONFERENCE ON APPLICATIONS OF COMPUTER VISION, WACV 2024, 2024, : 2829 - 2838
  • [4] Learning Representations for New Sound Classes With Continual Self-Supervised Learning
    Wang, Zhepei
    Subakan, Cem
    Jiang, Xilin
    Wu, Junkai
    Tzinis, Efthymios
    Ravanelli, Mirco
    Smaragdis, Paris
    IEEE SIGNAL PROCESSING LETTERS, 2022, 29 : 2607 - 2611
  • [5] Incorporating prior knowledge into self-supervised representation learning for long PHM signal
    Wang, Yilin
    Li, Yuanxiang
    Zhang, Yuxuan
    Lei, Jia
    Yu, Yifei
    Zhang, Tongtong
    Yang, Yongshen
    Zhao, Honghua
    RELIABILITY ENGINEERING & SYSTEM SAFETY, 2024, 241
  • [6] CONTINUAL SELF-SUPERVISED LEARNING IN EARTH OBSERVATION WITH EMBEDDING REGULARIZATION
    Moieez, Hamna
    Marsocci, Valerio
    Scardapane, Simone
    IGARSS 2023 - 2023 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, 2023, : 5029 - 5032
  • [7] Continual Robot Learning Using Self-Supervised Task Inference
    Hafez, Muhammad Burhan
    Wermter, Stefan
    IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2024, 16 (03) : 947 - 960
  • [8] Improving Pedestrian Prediction Models With Self-Supervised Continual Learning
    Knoedler, Luzia
    Salmi, Chadi
    Zhu, Hai
    Brito, Bruno
    Alonso-Mora, Javier
    IEEE ROBOTICS AND AUTOMATION LETTERS, 2022, 7 (02): : 4781 - 4788
  • [9] Adaptive Robot Traversability Estimation Based on Self-Supervised Online Continual Learning in Unstructured Environments
    Yoon, Hyung-Suk
    Hwang, Ji-Hoon
    Kim, Chan
    Son, E. In
    Yoo, Se-Wook
    Seo, Seung-Woo
    IEEE ROBOTICS AND AUTOMATION LETTERS, 2024, 9 (06): : 4902 - 4909
  • [10] Self-Supervised Models are Continual Learners
    Fini, Enrico
    da Costa, Victor G. Turrisi
    Alameda-Pineda, Xavier
    Ricci, Elisa
    Alahari, Karteek
    Mairal, Julien
    2022 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR), 2022, : 9611 - 9620