JOURNAL ARTICLE

Generalized Few-Shot Classification with Knowledge Graph

Dianqi LiuLiang BaiTianyuan Yu

Year: 2023 Journal:   Neural Processing Letters Vol: 55 (6)Pages: 7649-7666   Publisher: Springer Science+Business Media
Keywords:
Computer science Knowledge base Shot (pellet) Artificial intelligence Machine learning One shot Graph Computational intelligence Pattern recognition (psychology) Theoretical computer science

Metrics

3
Cited By
0.77
FWCI (Field Weighted Citation Impact)
32
Refs
0.70
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Domain Adaptation and Few-Shot Learning
Physical Sciences →  Computer Science →  Artificial Intelligence
Multimodal Machine Learning Applications
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
COVID-19 diagnosis using AI
Health Sciences →  Medicine →  Radiology, Nuclear Medicine and Imaging

Related Documents

JOURNAL ARTICLE

Generalized Few-Shot Node Classification With Graph Knowledge Distillation

Jialong WangMengting ZhouShilong ZhangZhiguo Gong

Journal:   IEEE Transactions on Computational Social Systems Year: 2024 Vol: 12 (4)Pages: 1805-1815
JOURNAL ARTICLE

KGTN-ens: few-shot image classification with knowledge graph ensembles

Dominik FilipiakDieter FenselAgata Filipowska

Journal:   Applied Intelligence Year: 2024 Vol: 54 (2)Pages: 1893-1908
JOURNAL ARTICLE

Few-Shot Knowledge Graph Completion

Chuxu ZhangHuaxiu YaoChao HuangMeng JiangZhenhui LiNitesh V. Chawla

Journal:   Proceedings of the AAAI Conference on Artificial Intelligence Year: 2020 Vol: 34 (03)Pages: 3041-3048
JOURNAL ARTICLE

Generalized Few-Shot Node Classification

Zhe XuKaize DingYu-Xiong WangHuan LiuHanghang Tong

Journal:   2022 IEEE International Conference on Data Mining (ICDM) Year: 2022 Pages: 608-617
JOURNAL ARTICLE

Cross-Domain Few-Shot Graph Classification

Kaveh Hassani

Journal:   Proceedings of the AAAI Conference on Artificial Intelligence Year: 2022 Vol: 36 (6)Pages: 6856-6864
© 2026 ScienceGate Book Chapters — All rights reserved.