MIR 2025年第3期已于6月正式出版，涵盖大语言模型、医学图像分割、图像阴影去除、写作风格变化检测等领域，12篇最新好文免费下载，欢迎阅读！如需纸质版期刊，请点击https://www.wjx.cn/vm/eIyIAAI.aspx# 或文末纸刊登记链接免费领取。
综述
A Survey on Writing Style Change Detection: Current Literature and Future Directions
Ahmad Hashemi, Wei Shi
https://link.springer.com/article/10.1007/s11633-025-1544-6
https://www.mi-research.net/article/doi/10.1007/s11633-025-1544-6
Open Access | 研究论文
Assessing and Understanding Creativity in Large Language Models
Yunpu Zhao, Rui Zhang, Wenyi Li, Ling Li
https://link.springer.com/article/10.1007/s11633-025-1546-4
研究论文
MCANet: Medical Image Segmentation with Multi-scale Cross-axis Attention
Hao Shao, Quansheng Zeng, Qibin Hou, Jufeng Yang
https://link.springer.com/article/10.1007/s11633-025-1552-6
https://www.mi-research.net/article/doi/10.1007/s11633-025-1552-6
研究论文
DDSR-Net: Direct Document Shadow Removal Leveraging Multi-scale Attention
Bingshu Wang, Ze Wang, Wenjie Liu, Xiaoshui Huang, C. L. Philip Chen, Yue Zhao
https://link.springer.com/article/10.1007/s11633-024-1522-4
https://www.mi-research.net/article/doi/10.1007/s11633-024-1522-4
研究论文
Balanced Representation Learning for Long-tailed Skeleton-based Action Recognition
Hongda Liu, Yunlong Wang, Min Ren, Junxing Hu, Zhengquan Luo, Guangqi Hou, Zhenan Sun
https://link.springer.com/article/10.1007/s11633-023-1487-8
https://www.mi-research.net/article/doi/10.1007/s11633-023-1487-8
研究论文
Improving Accomplice Detection in the Morphing Attack
Nicolò Di Domenico, Guido Borghi, Annalisa Franco, Davide Maltoni
https://link.springer.com/article/10.1007/s11633-024-1533-1
https://www.mi-research.net/article/doi/10.1007/s11633-024-1533-1
研究论文
SelectQ: Calibration Data Selection for Post-training Quantization
Zhao Zhang, Yangcheng Gao, Jicong Fan, Zhongqiu Zhao, Yi Yang, Shuicheng Yan
https://link.springer.com/article/10.1007/s11633-024-1518-0
https://www.mi-research.net/article/doi/10.1007/s11633-024-1518-0
研究论文
TENET: Beyond Pseudo-labeling for Semi-supervised Few-shot Learning
Chengcheng Ma, Weiming Dong, Changsheng Xu
https://link.springer.com/article/10.1007/s11633-023-1476-y
https://www.mi-research.net/article/doi/10.1007/s11633-023-1476-y
研究论文
Reparameterized Multi-scale Transformer for Deformable Retinal Image Registration
Qiushi Nie, Xiaoqing Zhang, Chuan Chen, Zhixuan Zhang, Yan Hu, Jiang Liu
https://link.springer.com/article/10.1007/s11633-024-1525-1
https://www.mi-research.net/article/doi/10.1007/s11633-024-1525-1
研究论文
Automatic Tooth Labeling After Segmentation Using Prototype-based Meta-learning
Uroosa Sehar, Jing Xiong, Zeyang Xia
https://link.springer.com/article/10.1007/s11633-024-1520-6
https://www.mi-research.net/article/doi/10.1007/s11633-024-1520-6
研究论文
Interpretable Visual Neural Decoding with Unsupervised Semantic Disentanglement
Qiongyi Zhou, Changde Du, Dan Li, Bincheng Wen, Le Chang, Huiguang He
https://link.springer.com/article/10.1007/s11633-023-1484-y
https://www.mi-research.net/article/doi/10.1007/s11633-023-1484-y
研究论文
CRMR: A Collaborative Multistep Reasoning Framework for Solving Mathematical Problems
Yudi Zhang, Xue-song Tang, Kuangrong Hao
https://link.springer.com/article/10.1007/s11633-024-1531-3
https://www.mi-research.net/article/doi/10.1007/s11633-024-1531-3
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关于Machine Intelligence Research
Machine Intelligence Research（简称MIR，原刊名International Journal of Automation and Computing）由中国科学院自动化研究所主办，于2022年正式出版。MIR立足国内、面向全球，着眼于服务国家战略需求，刊发机器智能领域最新原创研究性论文、综述、评论等，全面报道国际机器智能领域的基础理论和前沿创新研究成果，促进国际学术交流与学科发展，服务国家人工智能科技进步。期刊入选"中国科技期刊卓越行动计划"，已被ESCI、EI、Scopus、中国科技核心期刊、CSCD等20余家国际数据库收录，入选图像图形领域期刊分级目录-T2级知名期刊。2024年获得首个影响因子(IF) 6.4，位列人工智能及自动化&控制系统两个领域JCR Q1区。2025年一举进入中科院期刊分区表计算机科学二区。最新CiteScore高达13.2，最佳排名挺进全球前2%，稳居Q1区前列。
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