Machine Intelligence Research
本期精选2022-2023年MIR下载量TOP20好文,并附上部分论文的中文导读、作者报告及宣传短视频,欢迎阅读及观看。文末提供相应文章纸刊免费邮寄服务,欢迎感兴趣的老师同学们登记领取。
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VLP: A Survey on Vision-language Pre-training
Fei-Long Chen, Du-Zhen Zhang, Ming-Lun Han, Xiu-Yi Chen, Jing Shi, Shuang Xu & Bo Xu
全文下载:
Paradigm Shift in Natural Language Processing
Tian-Xiang Sun, Xiang-Yang Liu, Xi-Peng Qiu & Xuan-Jing Huang
全文下载:
https://link.springer.com/article/10.1007/s11633-022-1331-6
中文导读:
作者报告:
智能科学创新讲堂 | 复旦大学邱锡鹏:自然语言处理中的范式迁移
宣传短视频:
Large-scale Multi-modal Pre-trained Models: A Comprehensive Survey
Xiao Wang, Guangyao Chen, Guangwu Qian, Pengcheng Gao, Xiao-Yong Wei, Yaowei Wang, Yonghong Tian & Wen Gao
全文下载:
https://link.springer.com/article/10.1007/s11633-022-1410-8
中文导读:
YuNet: A Tiny Millisecond-level Face Detector
Wei Wu, Hanyang Peng & Shiqi Yu
全文下载:
https://link.springer.com/article/10.1007/s11633-023-1423-y
中文导读:
南科大于仕琪团队 | YuNet:一个速度为毫秒级的人脸检测器
作者报告:
智能科学创新讲堂 | 南科大于仕琪: 毫秒级速度的人脸检测算法设计
宣传短视频:
YOLOP: You Only Look Once for Panoptic Driving Perception
Dong Wu, Man-Wen Liao, Wei-Tian Zhang, Xing-Gang Wang, Xiang Bai, Wen-Qing Cheng & Wen-Yu Liu
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Evolutionary Computation for Expensive Optimization: A Survey
Jian-Yu Li, Zhi-Hui Zhan & Jun Zhang
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https://link.springer.com/article/10.1007/s11633-022-1317-4
中文导读:
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智能科学创新讲堂 | 华南理工詹志辉:面向昂贵优化的进化计算
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Causal Reasoning Meets Visual Representation Learning: A Prospective Study
Yang Liu, Yu-Shen Wei, Hong Yan, Guan-Bin Li & Liang Lin
全文下载:
https://link.springer.com/article/10.1007/s11633-022-1362-z
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Federated Learning with Privacy-preserving and Model IP-right-protection
Qiang Yang, Anbu Huang, Lixin Fan, Chee Seng Chan, Jian Han Lim, Kam Woh Ng, Ding Sheng Ong & Bowen Li
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https://link.springer.com/article/10.1007/s11633-022-1343-2
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港科大杨强团队 | 综述: 联邦学习的隐私保护与模型的知识产权保护
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AI in Human-computer Gaming: Techniques, Challenges and Opportunities
Qi-Yue Yin, Jun Yang, Kai-Qi Huang, Mei-Jing Zhao, Wan-Cheng Ni, Bin Liang, Yan Huang, Shu Wu & Liang Wang
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https://link.springer.com/article/10.1007/s11633-022-1384-6
中文导读:
自动化所黄凯奇团队·综述 | 人机对抗智能:技术、挑战和机遇
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Machine Learning for Cataract Classification/Grading on Ophthalmic Imaging Modalities: A Survey
Xiao-Qing Zhang, Yan Hu, Zun-Jie Xiao, Jian-Sheng Fang, Risa Higashita & Jiang Liu
全文下载:
https://link.springer.com/article/10.1007/s11633-022-1329-0
中文导读:
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智能科学创新讲堂 | 南方科技大学刘江:智能眼科图像处理及iMED团队科研进展
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Practical Blind Image Denoising via Swin-Conv-UNet and Data Synthesis
Kai Zhang, Yawei Li, Jingyun Liang, Jiezhang Cao, Yulun Zhang, Hao Tang, Deng-Ping Fan, Radu Timofte & Luc Van Gool
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https://link.springer.com/article/10.1007/s11633-023-1466-0
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DepthFormer: Exploiting Long-range Correlation and Local Information for Accurate Monocular Depth Estimation
Zhenyu Li, Zehui Chen, Xianming Liu & Junjun Jiang
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https://link.springer.com/article/10.1007/s11633-023-1458-0
中文导读:
Brain-inspired Intelligent Robotics: Theoretical Analysis and Systematic Application
Hong Qiao, Ya-Xiong Wu, Shan-Lin Zhong, Pei-Jie Yin & Jia-Hao Chen
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https://link.springer.com/article/10.1007/s11633-022-1390-8
中文导读:
宣传短视频:
Neural Decoding of Visual Information Across Different Neural Recording Modalities and Approaches
Yi-Jun Zhang, Zhao-Fei Yu, Jian. K. Liu & Tie-Jun Huang
全文下载:
https://link.springer.com/article/10.1007/s11633-022-1335-2
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From Teleoperation to Autonomous Robot-assisted Microsurgery: A Survey
Dandan Zhang, Weiyong Si, Wen Fan, Yuan Guan & Chenguang Yang
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https://link.springer.com/article/10.1007/s11633-022-1332-5
中文导读:
Video Polyp Segmentation: A Deep Learning Perspective
Ge-Peng Ji, Guobao Xiao, Yu-Cheng Chou, Deng-Ping Fan, Kai Zhao, Geng Chen & Luc Van Gool
全文下载:
https://link.springer.com/article/10.1007/s11633-022-1371-y
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Luc Van Gool团队 | 深度学习视角下的视频息肉分割
宣传短视频:
Deep Gradient Learning for Efficient Camouflaged Object Detection
Ge-Peng Ji, Deng-Ping Fan, Yu-Cheng Chou, Dengxin Dai, Alexander Liniger & Luc Van Gool
全文下载:
https://link.springer.com/article/10.1007/s11633-022-1365-9
中文导读:
ETHZ团队 | 一种基于深度梯度学习的高效伪装目标检测方法
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Efficient Visual Recognition: A Survey on Recent Advances and Brain-inspired Methodologies
Yang Wu, Ding-Heng Wang, Xiao-Tong Lu, Fan Yang, Man Yao, Wei-Sheng Dong, Jian-Bo Shi & Guo-Qi Li
全文下载:
https://link.springer.com/article/10.1007/s11633-022-1340-5
中文导读:
Federated Learning on Multimodal Data: A Comprehensive Survey
Yi-Ming Lin, Yuan Gao, Mao-Guo Gong, Si-Jia Zhang, Yuan-Qiao Zhang & Zhi-Yuan Li
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https://link.springer.com/article/10.1007/s11633-022-1398-0
中文导读:
Facial-sketch Synthesis: A New Challenge
Deng-Ping Fan, Ziling Huang, Peng Zheng, Hong Liu, Xuebin Qin & Luc Van Gool
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https://link.springer.com/article/10.1007/s11633-022-1349-9
中文导读:
ETH Zurich重磅综述 | 人脸-素描合成:一个新的挑战
* 以上引用数据基于Springer主页及MIR官网统计,统计截止时间为2023年12月29日。
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等数据库收录。
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