MIR第3期已于6月正式出版，本期13篇好文，欢迎阅读！

News & Views · 开放获取

The Competition of Fairness in AI-generated Face Detection: Methods and Results

Shu Hu, Li Lin, Shail Desai, Aditya Pawar, Guangyu Lin, Xin Wang, Daniel S. Schiff, Sachi Nandan Mohanty, Ryan Ofman, Narcis Bejtic, Jon Gillham, Wenbin Zhang, Baoyuan Wu, Cristian Canton, Xiaoming Liu, Luisa Verdoliva, Siwei Lyu, Yongwei Tang, Zhiqiang Wu, Jiawen Seow, Zara Alaverdyan, Anne-Flore Baron, Simon Bozonnet, Martins Bruveris, Jochem Gietema, Lucia Innocenti, Lisa Ivanova, Olivier Koch, Harry Ni, Arthur Pajot, Romain Sabathe, Fengming Gu, Xingming Long, Jie Zhang, Wenqing Ge, Xiangkui Cao, Yuecong Min, Yingjie Liu, Zonghui Guo, Shiguang Shan, Jinhee Park, Minjun Kim, Ahyeon Park, Guisik Kim, Taewoo Kim, YoungJoon Yoo, Junseok Kwon, Zhaoda Li, Mengyun Tang, Leyang Huang, Bogdan Dura, Sebastian Balmuş, Fang-Yi Su, Tsung-Hua Lee & Ting-Wan Kao

https://link.springer.com/article/10.1007/s11633-026-1637-x

https://www.mi-research.net/article/doi/10.1007/s11633-026-1637-x

Research Highlight · 开放获取

X-SHIELD: Regularization for explainable Artificial Intelligence

Iván Sevillano-García, Julián Luengo & Francisco Herrera

https://link.springer.com/article/10.1007/s11633-025-1576-y

https://www.mi-research.net/article/doi/10.1007/s11633-025-1576-y

Review · 综述

Deep Learning-based Face Video Restoration Technique: A Survey

Chenyang Wang, Kangmeng Yu, Kui Jiang, Xianming Liu & Junjun Jiang

https://link.springer.com/article/10.1007/s11633-025-1623-x

https://www.mi-research.net/article/doi/10.1007/s11633-025-1623-x

研究论文

Ocean: Object-aware Anchor-free Tracking with Matching-relation Learning

Weiming Hu, Zhipeng Zhang, Bing Li, Houwen Peng & Stephen Maybank

https://link.springer.com/article/10.1007/s11633-026-1634-0

https://www.mi-research.net/article/doi/10.1007/s11633-026-1634-0

研究论文 · 开放获取

Incomplete Data Classification via Distribution Alignment with Evidence Combination

Linqing Huang, Jinfu Fan, Shilin Wang, Gongshen Liu & Alan Wee-Chung Liew

https://link.springer.com/article/10.1007/s11633-025-1565-1

https://www.mi-research.net/article/doi/10.1007/s11633-025-1565-1

研究论文

SAM-MI: A Mask-injected Framework for Enhancing Open-vocabulary Semantic Segmentation with SAM

Lin Chen, Yingjian Zhu, Qi Yang, Xin Niu, Kun Ding & Shiming Xiang

https://link.springer.com/article/10.1007/s11633-025-1615-8

https://www.mi-research.net/article/doi/10.1007/s11633-025-1615-8

研究论文

Citrus Picking Robot with Collision-free Picking Path Planning

Xu Xiao, Yaonan Wang, Chaoran Sun, Bing Zhou, Yiming Jiang & Haotian Wu

https://link.springer.com/article/10.1007/s11633-025-1580-2

https://www.mi-research.net/article/doi/10.1007/s11633-025-1580-2

研究论文

A New Meta-path Monte Carlo Tree Search Algorithm for Heterogeneous Graph Neural Networks

Bin Zhang, Zhipeng Cheng, Chenglong Du, Zhengganzhe Chen, Chaoyang Chen & Weihua Gui

https://link.springer.com/article/10.1007/s11633-025-1579-8

https://www.mi-research.net/article/doi/10.1007/s11633-025-1579-8

研究论文

Multi-modal Fusion and Wavelet Feature Extraction for Event-intensity Stereo Matching

Qinghao Zhao & Jiangtao Xu

https://link.springer.com/article/10.1007/s11633-025-1567-z

https://www.mi-research.net/article/doi/10.1007/s11633-025-1567-z

研究论文

Beyond Single Sequence: User Correlation Guided Cross-sequence Mixing for Sequential Recommendation

Jiahui Zhang, Yizhou Dang, Enneng Yang, Jianzhe Zhao, Linying Jiang, Guibing Guo & Xingwei Wang

https://link.springer.com/article/10.1007/s11633-025-1573-1

https://www.mi-research.net/article/doi/10.1007/s11633-025-1573-1

研究论文

A Clustering-based Single-parent Genetic Algorithm for Airport Logistics Vehicle Scheduling

Zhihao Cai, Wanru Gao, Ran Feng, Shuo He, Yuanyuan Jin, Yafei Li & Mingliang Xu

https://link.springer.com/article/10.1007/s11633-025-1582-0

https://www.mi-research.net/article/doi/10.1007/s11633-025-1582-0

研究论文

Adaptive Bidirectional Hybrid Network for Food Image Recognition

Shuying Hong, Donglin Zhang & Xiao-Jun Wu

https://link.springer.com/article/10.1007/s11633-025-1574-0

https://www.mi-research.net/article/doi/10.1007/s11633-025-1574-0

研究论文

Automatic Orthodontic Treatment Planning Using Deep Learning

Uroosa Sehar, Jing Xiong, Jiemei Zhai & Zeyang Xia

https://link.springer.com/article/10.1007/s11633-025-1556-2

https://www.mi-research.net/article/doi/10.1007/s11633-025-1556-2

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