Search Results for author: Qin Ma

Found 4 papers, 2 papers with code

Efficient Apple Maturity and Damage Assessment: A Lightweight Detection Model with GAN and Attention Mechanism

no code implementations13 Oct 2023 Yufei Liu, Manzhou Li, Qin Ma

This study proposes a method based on lightweight convolutional neural networks (CNN) and generative adversarial networks (GAN) for apple ripeness and damage level detection tasks.

Decision Making Model Compression +2

A Platform for the Biomedical Application of Large Language Models

3 code implementations10 May 2023 Sebastian Lobentanzer, Shaohong Feng, The BioChatter Consortium, Andreas Maier, Cankun Wang, Jan Baumbach, Nils Krehl, Qin Ma, Julio Saez-Rodriguez

Current-generation Large Language Models (LLMs) have stirred enormous interest in recent months, yielding great potential for accessibility and automation, while simultaneously posing significant challenges and risk of misuse.

Benchmarking Privacy Preserving +1

StoManager1: An Enhanced, Automated, and High-throughput Tool to Measure Leaf Stomata and Guard Cell Metrics Using Empirical and Theoretical Algorithms

2 code implementations20 Apr 2023 Jiaxin Wang, Heidi J. Renninger, Qin Ma, Shichao Jin

Automated stomata detection and measuring are vital for understanding plant physiological performance and ecological functioning in global water and carbon cycles.

Maximal Margin Distribution Support Vector Regression with coupled Constraints-based Convex Optimization

no code implementations5 May 2019 Gaoyang Li, Jinyu Yang, Chunguo Wu, Qin Ma

Recent researchers reveal that maximizing the margin distribution of whole training dataset rather than the minimal margin of a few support vectors, is prone to achieve better generalization performance.

regression

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