AI 最前沿 | 大语言模型、自动驾驶、医学图像分割……

MIR第六期已于12月正式出版，10篇最新好文免费下载，欢迎阅读！

A Survey on End-to-end Perception and Prediction for Autonomous Driving

Yufan Hu, Longhui Hu, Qingqun Kong, Bin Fan

https://link.springer.com/article/10.1007/s11633-025-1558-0

https://www.mi-research.net/article/doi/10.1007/s11633-025-1558-0

Unleashing the Power of CNN and Transformer for Balanced RGB-event Video Recognition

Xiao Wang, Yao Rong, Shiao Wang, Yuan Chen, Zhe Wu, Bo Jiang, Yonghong Tian, Jin Tang

https://link.springer.com/article/10.1007/s11633-025-1555-3

https://www.mi-research.net/article/doi/10.1007/s11633-025-1555-3

CINet: Cascaded Interaction with Eroded Deep Supervision Strategy for Saliency Detection

Hewen Xiao, Jie Mei, Guangfu Ma, Weiren Wu

https://link.springer.com/article/10.1007/s11633-025-1551-7

https://www.mi-research.net/article/doi/10.1007/s11633-025-1551-7

A Novel Vision Transformer + InceptionV3 Hybrid Network for Accurate Diagnosis of Ankylosing Spondylitis from Computed Tomography Scans

Riel Castro-Zunti, Eun Hae Park, Amol Satsangi, Younhee Choi, Gong Yong Jin, Hee Suk Chae, Seok-Bum Ko

https://link.springer.com/article/10.1007/s11633-024-1539-8

https://www.mi-research.net/article/doi/10.1007/s11633-024-1539-8

Theory of Mind Inspired Large Reasoning Language Model Improved Multi-agent Reinforcement Learning Algorithm for Robust and Adaptive Partner Modelling

Xiyun Li, Tielin Zhang, Chenghao Liu, Shuang Xu, Bo Xu

https://link.springer.com/article/10.1007/s11633-025-1547-3

https://www.mi-research.net/article/doi/10.1007/s11633-025-1547-3

Cardiac Dynamic Characteristics Classification on Cine MRI Using Semi-supervised Imaging Approach

Faizan Ahmad, Jing Xiong, Jie Wu, Jiahong Xia, Zeyang Xia

https://link.springer.com/article/10.1007/s11633-024-1534-0

https://www.mi-research.net/article/doi/10.1007/s11633-024-1534-0

Semi-supervised Learning for Detector-free Multi-person Pose Estimation

Haixin Wang, Lu Zhou, Yingying Chen, Ming Tang, Jinqiao Wang

https://link.springer.com/article/10.1007/s11633-024-1524-2

https://www.mi-research.net/article/doi/10.1007/s11633-024-1524-2

Answer Semantics-enhanced Medical Visual Question Answering

Yuliang Liang, Enneng Yang, Guibing Guo, Wei Cai, Linying Jiang, Jianzhe Zhao, Xingwei Wang

https://link.springer.com/article/10.1007/s11633-025-1564-2

https://www.mi-research.net/article/doi/10.1007/s11633-025-1564-2

Learning Efficient Linear Graph Transformer via Graph-attention Distillation

Haotian Tao, Ziyan Zhang, Bo Jiang, Bin Luo

https://link.springer.com/article/10.1007/s11633-025-1541-9

https://www.mi-research.net/article/doi/10.1007/s11633-025-1541-9

Degree-aware Progressive Contrastive Learning for Graph Combinatorial Optimization Problems

Shiyun Zhao, Yang Wu, Yifan Zhang

https://link.springer.com/article/10.1007/s11633-024-1532-2

https://www.mi-research.net/article/doi/10.1007/s11633-024-1532-2

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。2022年首个CiteScore分值在计算机科学、工程、数学三大领域的八个子方向排名均跻身Q1区，最佳排名挺进Top 4%，2023年CiteScore分值继续跻身Q1区。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年发布的最新影响因子达8.7，继续跻身JCR Q1区，最佳排名进入全球第6名；2025年一举进入中科院期刊分区表计算机科学二区。