Evaluating Few-Shot and Contrastive Learning Methods for Code Clone Detection

被引:0
|
作者
Khajezade, Mohamad
Fard, Fatemeh Hendijani
Shehata, Mohamed S.
机构
来源
arXiv | 2022年
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
Cloning - Deep learning - Java programming language - Learning algorithms - Learning systems - Ruby
引用
收藏
相关论文
共 50 条
  • [31] ODCL: An Object Disentanglement and Contrastive Learning Model for Few-Shot Industrial Defect Detection
    Li, Guodong
    Peng, Furong
    Wu, Zhisheng
    Wang, Sheng
    Xu, Richard Yi Da
    IEEE SENSORS JOURNAL, 2024, 24 (11) : 18568 - 18577
  • [32] Contrastive Meta-Learning for Few-shot Node Classification
    Wang, Song
    Tan, Zhen
    Liu, Huan
    Li, Jundong
    PROCEEDINGS OF THE 29TH ACM SIGKDD CONFERENCE ON KNOWLEDGE DISCOVERY AND DATA MINING, KDD 2023, 2023, : 2386 - 2397
  • [33] Evaluating the Energy Efficiency of Few-Shot Learning for Object Detection in Industrial Settings
    Tsoumplekas, Georgios
    Li, Vladislav
    Siniosoglou, Ilias
    Argyriou, Vasileios
    Goudos, Sotirios K.
    Moscholios, Ioannis D.
    Radoglou-Grammatikis, Panagiotis
    Sarigiannidis, Panagiotis
    2024 IEEE 3RD REAL-TIME AND INTELLIGENT EDGE COMPUTING WORKSHOP, RAGE 2024, 2024, : 43 - 48
  • [34] Few-shot learning for defect detection in manufacturing
    Zajec, Patrik
    Rozanec, Joze M.
    Theodoropoulos, Spyros
    Fontul, Mihail
    Koehorst, Erik
    Fortuna, Blaz
    Mladenic, Dunja
    INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2024, 62 (19) : 6979 - 6998
  • [35] Few-Shot Learning for Road Object Detection
    Majee, Anay
    Agrawal, Kshitij
    Subramanian, Anbumani
    AAAI WORKSHOP ON META-LEARNING AND METADL CHALLENGE, VOL 140, 2021, 140 : 115 - 126
  • [36] HoloDetect: Few-Shot Learning for Error Detection
    Heidari, Alireza
    McGrath, Joshua
    Ilyas, Ihab F.
    Rekatsinas, Theodoros
    SIGMOD '19: PROCEEDINGS OF THE 2019 INTERNATIONAL CONFERENCE ON MANAGEMENT OF DATA, 2019, : 829 - 846
  • [37] Few-shot Sentiment Analysis Based on Adaptive Prompt Learning and Contrastive Learning
    Shi, Cong
    Zhai, Rui
    Song, Yalin
    Yu, Junyang
    Li, Han
    Wang, Yingqi
    Wang, Longge
    INFORMATION TECHNOLOGY AND CONTROL, 2023, 52 (04): : 1058 - 1072
  • [38] Multiscale Object Contrastive Learning-Derived Few-Shot Object Detection in VHR Imagery
    Chen, Jie
    Qin, Dengda
    Hou, Dongyang
    Zhang, Jun
    Deng, Min
    Sun, Geng
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 60
  • [39] Multiscale Object Contrastive Learning-Derived Few-Shot Object Detection in VHR Imagery
    Chen, Jie
    Qin, Dengda
    Hou, Dongyang
    Zhang, Jun
    Deng, Min
    Sun, Geng
    IEEE Transactions on Geoscience and Remote Sensing, 2022, 60
  • [40] Few-Shot Few-Shot Learning and the role of Spatial Attention
    Lifchitz, Yann
    Avrithis, Yannis
    Picard, Sylvaine
    2020 25TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR), 2021, : 2693 - 2700