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Few-shot Counting

Paper list of Few Shot Counting

Arxiv

  • GCNet: Probing Self-Similarity Learning for Generalized Counting Network

  • Learning to Count Anything: Reference-less Class-agnostic Counting with Weak Supervision

  • Exemplar Free Class Agnostic Counting

  • LaoNet: You Only Need to Look at One. [PDF]

  • SAFECount: Few-shot Object Counting with Similarity-Aware Feature Enhancement. [PDF]

2022

  • 【ECCV】Few-shot Object Counting and Detection. [PDF] [Code]

  • 【BMCV】CounTR: Transformer-based Generalised Visual Counting

  • 【CVPR】BMNet: Represent, Compare, and Learn: A Similarity-Aware Framework for Class-Agnostic Counting. [PDF] [code]

  • 【CVPRW】Vicinal Counting Networks. [PDF]

2021

  • 【WACV】CFOCNet: Class-agnostic few-shot object counting. [PDF] [code]

  • 【CVPR】FamNet: Learning To Count Everything. [PDF]

2019

  • 【TIP】Divide and Count: Generic Object Counting by Image Divisions. [PDF]

2018

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