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Pages

Posts

Future Blog Post

less than 1 minute read

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This post will show up by default. To disable scheduling of future posts, edit config.yml and set future: false.

Blog Post number 4

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This 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.

Blog Post number 3

less than 1 minute read

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This 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.

Blog Post number 2

less than 1 minute read

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This 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.

Blog Post number 1

less than 1 minute read

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This 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.

portfolio

publications

Shapley Values-enabled Progressive Pseudo Bag Augmentation for Whole Slide Image Classification

Published in ArXiv, 2023

To solve the problem that the attention score fails to accurately locate positive instances, we introduce a metric termed instance importance score (IIS), which can be estimated by the Shapley value, thereby guiding the progressive assignment of pseudo bags for multiple instance training. We reached the SOTA performance on the WSI classification task for CAMELYON-16, and TCGA-LUNG datasets.

Recommended citation: Yan R, Sun Q, Jin C, et al. Shapley Values-enabled Progressive Pseudo Bag Augmentation for Whole Slide Image Classification[J]. arXiv preprint arXiv:2312.05490, 2023. https://arxiv.org/pdf/2312.05490.pdf

talks

teaching

Teaching experience 1

Undergraduate course, University 1, Department, 2014

This is a description of a teaching experience. You can use markdown like any other post.

Teaching experience 2

Workshop, University 1, Department, 2015

This is a description of a teaching experience. You can use markdown like any other post.