Search Results for author: Xiaohua Chen

Found 5 papers, 2 papers with code

AREA: Adaptive Reweighting via Effective Area for Long-Tailed Classification

1 code implementation ICCV 2023 Xiaohua Chen, Yucan Zhou, Dayan Wu, Chule Yang, Bo Li, QinGhua Hu, Weiping Wang

Consequently, we estimate the size of the spanned space for each category, namely effective area, by detailedly analyzing its samples' distribution.

Imagine by Reasoning: A Reasoning-Based Implicit Semantic Data Augmentation for Long-Tailed Classification

1 code implementation15 Dec 2021 Xiaohua Chen, Yucan Zhou, Dayan Wu, Wanqian Zhang, Yu Zhou, Bo Li, Weiping Wang

Since the covariance matrix of each category represents the feature transformation directions, we can sample new directions from similar categories to generate definitely different instances.

Data Augmentation Long-tail Learning

Three-dimensional cell culture model for hepatocytes opens a new avenue of real world research on liver

no code implementations19 Nov 2019 Ting Yao, Yi Zhang, Mengjiao Lv, Guoqing Zang, Soon Seng Ng, Xiaohua Chen

3-demensional (3D) culture model is a valuable in vitro tool to study liver biology, metabolism, organogenesis, tissue morphology, drug discovery and cell-based assays.

Cultural Vocal Bursts Intensity Prediction Drug Discovery

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