Search Results for author: Yi Zou

Found 6 papers, 2 papers with code

Microscopic-Mamba: Revealing the Secrets of Microscopic Images with Just 4M Parameters

1 code implementation12 Sep 2024 Shun Zou, Zhuo Zhang, Yi Zou, Guangwei Gao

In the field of medical microscopic image classification (MIC), CNN-based and Transformer-based models have been extensively studied.

Image Classification Mamba

Co-benefits of Agricultural Diversification and Technology for Food and Nutrition Security in China

no code implementations1 Jul 2024 Thomas Cherico Wanger, Estelle Raveloaritiana, Siyan Zeng, Haixiu Gao, Xueqing He, Yiwen Shao, Panlong Wu, Kris A. G. Wyckhuys, Wenwu Zhou, Yi Zou, Zengrong Zhu, Ling Li, Haiyan Cen, Yunhui Liu, Shenggen Fan

While a strategic choice and management of crop and livestock species can improve nutrition, the environmental and production benefits of agricultural diversification are currently not well interlinked with Chinas food and nutrition security discussions.

Nutrition

ESGReveal: An LLM-based approach for extracting structured data from ESG reports

no code implementations25 Dec 2023 Yi Zou, Mengying Shi, Zhongjie Chen, Zhu Deng, ZongXiong Lei, Zihan Zeng, Shiming Yang, HongXiang Tong, Lei Xiao, Wenwen Zhou

ESGReveal is an innovative method proposed for efficiently extracting and analyzing Environmental, Social, and Governance (ESG) data from corporate reports, catering to the critical need for reliable ESG information retrieval.

Information Retrieval RAG +1

SleepEGAN: A GAN-enhanced Ensemble Deep Learning Model for Imbalanced Classification of Sleep Stages

no code implementations4 Jul 2023 Xuewei Cheng, Ke Huang, Yi Zou, Shujie Ma

Deep neural networks have played an important role in automatic sleep stage classification because of their strong representation and in-model feature transformation abilities.

Automatic Sleep Stage Classification Classification +5

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