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April 6, 2024Open Access

Few-Shot Object Detection: Research Advances and Challenges

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Authors

ZXZhimeng XinSCShiming ChenTWTianxu Wu

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Cite This Study

Xin et al. (2024) studied this question.

synapsesocial.com/papers/68e7031db6db64358767ceb5https://doi.org/10.48550/arxiv.2404.04799
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Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1Beyond Few-shot Object Detection: A Detailed Survey2024
  2. 2Few-Shot Object Detection: A Comprehensive Survey2023 · 126 citations
  3. 3FSNA: Few-Shot Object Detection via Neighborhood Information Adaption and All Attention2024 · 5 citations
  4. 4A Few-Shot Object Detection Framework for Remote Sensing Images Based on Adaptive Decision Boundary and Multi-Scale Feature Enhancement2026 · 1 citations
  5. 5Few-Shot Learning in Video and 3D Object Detection: A Survey2026 · 1 citations