Search Results for author: Lihua Hu

Found 3 papers, 0 papers with code

From WSI-level to Patch-level: Structure Prior Guided Binuclear Cell Fine-grained Detection

no code implementations26 Aug 2022 Baomin Wang, Geng Hu, Dan Chen, Lihua Hu, Cheng Li, Yu An, Guiping Hu, Guang Jia

The coarse detection network is a multi-task detection framework based on circular bounding boxes for cells detection, and central key points for nucleus detection.

whole slide images

An Iterative Co-Training Transductive Framework for Zero Shot Learning

no code implementations30 Mar 2022 Bo Liu, Lihua Hu, Qiulei Dong, Zhanyi Hu

How to generate pseudo labels for unseen-class samples and how to use such usually noisy pseudo labels are two critical issues in transductive learning.

Transductive Learning Zero-Shot Learning

HardBoost: Boosting Zero-Shot Learning with Hard Classes

no code implementations14 Jan 2022 Bo Liu, Lihua Hu, Zhanyi Hu, Qiulei Dong

This work is a systematical analysis on the so-called hard class problem in zero-shot learning (ZSL), that is, some unseen classes disproportionally affect the ZSL performances than others, as well as how to remedy the problem by detecting and exploiting hard classes.

Zero-Shot Learning

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