Paper "few-shot classification" Papers

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Envisioning Class Entity Reasoning by Large Language Models for Few-shot Learning

Mushui Liu, Fangtai Wu, Bozheng Li et al.

AAAI 2025paperarXiv:2408.12469
13
citations

Making Large Vision Language Models to Be Good Few-Shot Learners

Fan Liu, Wenwen Cai, Jian Huo et al.

AAAI 2025paperarXiv:2408.11297
6
citations

MVREC: A General Few-shot Defect Classification Model Using Multi-View Region-Context

Shuai Lyu, Rongchen Zhang, Zeqi Ma et al.

AAAI 2025paperarXiv:2412.16897
9
citations

MM-Point: Multi-View Information-Enhanced Multi-Modal Self-Supervised 3D Point Cloud Understanding

HaiTao Yu, Mofei Song

AAAI 2024paperarXiv:2402.10002
18
citations

Strong Baselines for Parameter-Efficient Few-Shot Fine-Tuning

Samyadeep Basu, Shell Hu, Daniela Massiceti et al.

AAAI 2024paperarXiv:2304.01917
50
citations