Search Results for author: Jin Xiao

Found 9 papers, 5 papers with code

QUILL: Quotation Generation Enhancement of Large Language Models

1 code implementation6 Nov 2024 Jin Xiao, Bowei Zhang, Qianyu He, Jiaqing Liang, Feng Wei, Jinglei Chen, Zujie Liang, Deqing Yang, Yanghua Xiao

To improve the LLMs' quotation generation abilities, we construct a bilingual knowledge base that is broad in scope and rich in dimensions, containing up to 32, 022 quotes.

A bioinspired three-stage model for camouflaged object detection

no code implementations22 May 2023 Tianyou Chen, Jin Xiao, Xiaoguang Hu, Guofeng Zhang, Shaojie Wang

Furthermore, considering the significance of multi-scale information, we have designed a multi-scale feature enhancement module that enlarges the receptive field while preserving detailed structural cues.

Object object-detection +1

ProNet DB: A proteome-wise database for protein surface property representations and RNA-binding profiles

no code implementations16 May 2022 Junkang Wei, Jin Xiao, Siyuan Chen, Licheng Zong, Xin Gao, Yu Li

The rapid growth in the number of experimental and predicted protein structures and more complicated protein structures challenge users in computational biology for utilizing the structural information and protein surface property representation.

Drug Discovery

Interpretable RNA Foundation Model from Unannotated Data for Highly Accurate RNA Structure and Function Predictions

2 code implementations1 Apr 2022 Jiayang Chen, Zhihang Hu, Siqi Sun, Qingxiong Tan, YiXuan Wang, Qinze Yu, Licheng Zong, Liang Hong, Jin Xiao, Tao Shen, Irwin King, Yu Li

Non-coding RNA structure and function are essential to understanding various biological processes, such as cell signaling, gene expression, and post-transcriptional regulations.

Self-Supervised Learning

An Expert System for Redesigning Software for Cloud Applications

no code implementations29 Sep 2021 Rahul Yedida, Rahul Krishna, Anup Kalia, Tim Menzies, Jin Xiao, Maja Vukovic

When services are divided into many independent components, they are easier to update.

A Smartphone-based System for Real-time Early Childhood Caries Diagnosis

no code implementations17 Aug 2020 Yi-Peng Zhang, Haofu Liao, Jin Xiao, Nisreen Al Jallad, Oriana Ly-Mapes, Jiebo Luo

The identification of ECC in an early stage usually requires expertise in the field, and hence is often ignored by parents.

Deep Learning

Multi-Domain Learning for Accurate and Few-Shot Color Constancy

1 code implementation CVPR 2020 Jin Xiao, Shuhang Gu, Lei Zhang

Given a new unseen device with limited number of training samples, our method is capable of delivering accurate color constancy by merely learning the camera-specific parameters from the few-shot dataset.

Color Constancy

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