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Hands-On One-shot Learning with Python

You're reading from  Hands-On One-shot Learning with Python

Product type Book
Published in Apr 2020
Publisher Packt
ISBN-13 9781838825461
Pages 156 pages
Edition 1st Edition
Languages
Authors (2):
Shruti Jadon Shruti Jadon
Profile icon Shruti Jadon
Ankush Garg Ankush Garg
Profile icon Ankush Garg
View More author details
Toc

Table of Contents (11) Chapters close

Further reading

To explore more about this chapter, refer to the following works:

  • Hands-On Meta-Learning: https://www.packtpub.com/big-data-and-business-intelligence/hands-meta-learning-python
  • Revisiting local descriptor based image-to-class measure for few-shot learning: https://arxiv.org/pdf/1903.12290.pdf
  • Finding task-relevant features for few-shot learning by category traversal: https://arxiv.org/pdf/1905.11116.pdf
  • RepMet: Representative-based metric learning for classification and few-shot object detection: https://arxiv.org/abs/1806.04728
  • One-shot object detection with co-attention and co-excitation: https://arxiv.org/pdf/1911.12529.pdf
  • CANet: Class-agnostic segmentation networks with iterative refinement and attentive few-shot learning: https://arxiv.org/pdf/1903.02351.pdf
  • PANet: Few-shot image semantic segmentation with prototype alignment: https://arxiv.org/pdf/1908...
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