Jekyll2025-12-04T12:02:01-08:00https://lx709.github.io/feed.xmlXiang Lipersonal descriptionXiang Li[email protected]Papers about Few-shot Learning / Meta-Learning on Remote Sensing2020-06-19T00:00:00-07:002020-06-19T00:00:00-07:00https://lx709.github.io/posts/2012/08/postPapers about Few-shot Learning / Meta-Learning on Remote Sensing

Scene Classification:

  • Few-Shot Learning For Remote Sensing Scene Classification, Mediterranean and Middle-East Geoscience and Remote Sensing Symposium (M2GARSS), 2020.

  • Meta-Learning for Few-Shot Land Cover Classification, CVPR Workshop, 2020.

  • Few Shot Scene Classification in Remote Sensing using Meta-Agnostic Machine, 2020 6th Conference on Data Science and Machine Learning Applications (CDMA), 2020

Semantic Segmentation:

  • Deep relation network for hyperspectral image few-shot classification, Remote Sensing, 2020.

  • Deep Transfer Learning for Few-Shot SAR Image Classification, Remote Sensing, 2019.

  • Sar image classification using few-shot cross-domain transfer learning, CVPR Workshop, 2019.

  • Deep few-shot learning for hyperspectral image classification, TGRS, 2018.

  • Low-shot learning for the semantic segmentation of remote sensing imagery, TGRS, 2018.

Object Detection:

  • Few-shot Object Detection on Remote Sensing Images, arxiv, 2020.

  • A training-free, one-shot detection framework for geospatial objects in remote sensing images, IGARSS, 2019.

  • Meta-SSD: Towards fast adaptation for few-shot object detection with meta-learning, IEEE Access, 2019.

]]>Xiang Li[email protected]Blog Post number 42015-08-14T00:00:00-07:002015-08-14T00:00:00-07:00https://lx709.github.io/posts/2012/08/blog-post-4This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.

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]]>Xiang Li[email protected]Blog Post number 32014-08-14T00:00:00-07:002014-08-14T00:00:00-07:00https://lx709.github.io/posts/2014/08/blog-post-3This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.

Headings are cool

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]]>Xiang Li[email protected]Blog Post number 22013-08-14T00:00:00-07:002013-08-14T00:00:00-07:00https://lx709.github.io/posts/2013/08/blog-post-2This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.

Headings are cool

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]]>Xiang Li[email protected]Blog Post number 12012-08-14T00:00:00-07:002012-08-14T00:00:00-07:00https://lx709.github.io/posts/2012/08/blog-post-1This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.

Headings are cool

You can have many headings

Aren’t headings cool?

]]>Xiang Li[email protected]