计算机
人工智能
NEWS & VIEWS
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ZOOpt: a toolbox for derivative-free optimization
Liu, Yu-Ren; Hu, Yi-Qi; Qian, Hong; Qian, Chao; Yu, Yang
Sci China Inf Sci, 2022, 65(10): 207101
Keywords: Derivative-free optimization; Hyper-parameter optimization; Non-convex optimization; Distributed optimization; Software
Cite as: Liu Y-R, Hu Y-Q, Qian H, et al. ZOOpt: a toolbox for derivative-free optimization. Sci China Inf Sci, 2022, 65(10): 207101, doi: 10.1007/s11432-021-3416-y
计算机
人工智能
NEWS & VIEWS
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PyCIL: a Python toolbox for class-incremental learning
Zhou, Da-Wei; Wang, Fu-Yun; Ye, Han-Jia; Zhan, De-Chuan
Sci China Inf Sci, 2023, 66(9): 197101
Keywords: class-incremental learning; lifelong learning; continual learning; Learnware; open environment; catastrophic forgetting; model reuse
Cite as: Zhou D-W, Wang F-Y, Ye H-J, et al. PyCIL: a Python toolbox for class-incremental learning. Sci China Inf Sci, 2023, 66(9): 197101, doi: 10.1007/s11432-022-3600-y
计算机
人工智能
NEWS & VIEWS
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LAMDA-SSL: a comprehensive semi-supervised learning toolkit
Jia, Lin-Han; Guo, Lan-Zhe; Zhou, Zhi; Li, Yu-Feng
Sci China Inf Sci, 2024, 67(1): 117101
Keywords: semi-supervised learning; toolkit; Python; statistical learning; deep learning
Cite as: Jia L-H, Guo L-Z, Zhou Z, et al. LAMDA-SSL: a comprehensive semi-supervised learning toolkit. Sci China Inf Sci, 2024, 67(1): 117101, doi: 10.1007/s11432-022-3804-0
计算机
图形图像
NEWS & VIEWS
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Two open-source projects for image aesthetic quality assessment
Wu, Le; Jin, Xin; Zhao, Geng; Zhou, Xinghui
Sci China Inf Sci, 2019, 62(2): 027101
Keywords: aesthetic quality assessment; computer version; artificial intelligence; open source code; pattern recognition
Cite as: Wu L, Jin X, Zhao G, et al. Two open-source projects for image aesthetic quality assessment. Sci China Inf Sci, 2019, 62(2): 027101, doi: 10.1007/s11432-018-9692-2
计算机
图形图像
NEWS & VIEWS
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Cited in SCI: 29
An open-source project for real-time image semantic segmentation
Zhou, Quan; Wang, Yu; Liu, Jia; Jin, Xin; Latecki, Longin Jan
Sci China Inf Sci, 2019, 62(12): 227101
Keywords: encoder-decoder network; convolution factorization; real-time semantic segmentation; deep convolutional neural networks; attention pyramid module
Cite as: Zhou Q, Wang Y, Liu J, et al. An open-source project for real-time image semantic segmentation. Sci China Inf Sci, 2019, 62(12): 227101, doi: 10.1007/s11432-019-2685-1
Special Focus on Deep Learning for Computer Vision
计算机
图形图像
NEWS & VIEWS
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Comprehensive benchmark datasets for Amharic scene text detection and recognition
DIKUBAB, Wondimu; LIANG, Dingkang; LIAO, Minghui; BAI, Xiang
Sci China Inf Sci, 2022, 65(6): 160106
Keywords: Amharic script; scene text; text detection; text recognition; Amharic text
Cite as: Dikubab W, Liang D K, Liao M H, et al. Comprehensive benchmark datasets for Amharic scene text detection and recognition. Sci China Inf Sci, 2022, 65(6): 160106, doi: 10.1007/s11432-021-3447-9
计算机
图形图像
NEWS & VIEWS
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RPC: a large-scale and fine-grained retail product checkout dataset
WEI, Xiu-Shen; CUI, Quan; YANG, Lei; WANG, Peng; LIU, Lingqiao; YANG, Jian
Sci China Inf Sci, 2022, 65(9): 197101
Keywords: Automatic Check-Out; Benchmark Datasets; Retail Product Recognition; Fine-Grained Recognition; Deep Learning
Cite as: Wei X-S, Cui Q, Yang L, et al. RPC: a large-scale and fine-grained retail product checkout dataset. Sci China Inf Sci, 2022, 65(9): 197101, doi: 10.1007/s11432-022-3513-y
计算机
高性能计算
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Hetu: a highly efficient automatic parallel distributed deep learning system
Miao, Xupeng; Nie, Xiaonan; Zhang, Hailin; Zhao, Tong; Cui, Bin
Sci China Inf Sci, 2023, 66(1): 117101
Keywords: deep learning; distributed system; artificial intelligence; parallel computing; machine learning
Cite as: Miao X P, Nie X N, Zhang H L, et al. Hetu: a highly efficient automatic parallel distributed deep learning system. Sci China Inf Sci, 2023, 66(1): 117101, doi: 10.1007/s11432-022-3581-9
计算机
其他
NEWS & VIEWS
Supplementary
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Joint Funds of the National Natural Science Foundation of China: a review of information sciences between 2011 and 2020
Li, Zhilan; Zhang, Jinglin; Zhao, Shijie; Liu, Quan; Wang, Yan; Wang, Changrui
Sci China Inf Sci, 2021, 64(12): 227101
Keywords: nsfc; joint funds; information sciences; collaboration; key program projects; integrated projects
Cite as: Li Z L, Zhang J L, Zhao S J, et al. Joint Funds of the National Natural Science Foundation of China: a review of information sciences between 2011 and 2020. Sci China Inf Sci, 2021, 64(12): 227101, doi: 10.1007/s11432-021-3357-8
计算机
其他
NEWS & VIEWS
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Perspectives from the second Global Forum on Development of Computer Science
Yao, Andrew Chi-Chih; Yin, Xia; Liu, Yinqun; Li, Guoliang
Sci China Inf Sci, 2022, 65(7): 177101
Keywords: development of computer science; global forum; nature of computer science; computer science interdisciplinary; training programs
Cite as: Yao A C-C, Yin X, Liu Y Q, et al. Perspectives from the second Global Forum on Development of Computer Science. Sci China Inf Sci, 2022, 65(7): 177101, doi: 10.1007/s11432-021-3482-3
计算机
软件
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XiUOS: an open-source ubiquitous operating system for industrial Internet of Things
Cao, Donggang; Xue, Dongliang; Ma, Zhiyi; Mei, Hong
Sci China Inf Sci, 2022, 65(1): 117101
Keywords: ubiquitous operating system; industrial internet of things; intelligent manufacturing; cps; hcps
Cite as: Cao D G, Xue D L, Ma Z Y, et al. XiUOS: an open-source ubiquitous operating system for industrial Internet of Things. Sci China Inf Sci, 2022, 65(1): 117101, doi: 10.1007/s11432-021-3294-y
控制
非线性系统与控制
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Open-source dataset of vehicle state for an electric vehicle on a low-adhesion road
Cai, Shuo; Ding, Haitao; Hu, Yunfeng; Zhang, Lin; Li, Qin; Chen, Hong
Sci China Inf Sci, 2022, 65(3): 137201
Keywords: vehicle experimental data; dynamics modeling; state estimation; control system design; low adhesion road
Cite as: Cai S, Ding H T, Hu Y F, et al. Open-source dataset of vehicle state for an electric vehicle on a low-adhesion road. Sci China Inf Sci, 2022, 65(3): 137201, doi: 10.1007/s11432-020-3200-5
控制
其他
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Open-source dataset for control-oriented modelling in diesel engines
Zhao, Jinghua; Zhou, Sitong; Hu, Yunfeng; Ju, Mingjun; Ren, Ruixue; Chen, Hong
Sci China Inf Sci, 2019, 62(7): 077201
Keywords: open-source data; control-oriented modelling; diesel engine; data driven methods; neural networks
Cite as: Zhao J H, Zhou S T, Hu Y F, et al. Open-source dataset for control-oriented modelling in diesel engines. Sci China Inf Sci, 2019, 62(7): 077201, doi: 10.1007/s11432-018-9783-x
控制
机器人与无人系统
NEWS & VIEWS
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Keywords: Unmanned Aerial Vehicle; UAV; Information Technology; Low-altitude airspace; IEEE standard; UAV operations
Cite as: Xu C C, Liao X H, Yang F. IEEE standard pioneered an IT-led interdisciplinary approach to structure low-altitude airspace for UAV operations. Sci China Inf Sci, 2022, 65(10): 207201, doi: 10.1007/s11432-022-3516-2
通信
雷达与遥感
NEWS & VIEWS
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Cited in SCI: 8
Keywords: gb-mimo radar; 3-d deformation measurement; multi-static radar system; differential interferometry; gb-sar
Cite as: Hu C, Deng Y K, Tian W M. Multistatic ground-based differential interferometric MIMO radar for 3D deformation measurement. Sci China Inf Sci, 2021, 64(12): 227301, doi: 10.1007/s11432-021-3352-y
Special Topic: Artificial Intelligence Innovation in Remote Sensing
通信
雷达与遥感
NEWS & VIEWS
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AIR-PV: a benchmark dataset for photovoltaic panel extraction in optical remote sensing imagery
Yan, Zhiyuan; Wang, Peijin; Xu, Feng; Sun, Xian; Diao, Wenhui
Sci China Inf Sci, 2023, 66(4): 140307
Keywords: photovoltaic panels extraction; remote sensing; benchmark dataset; deep learning; large scale
Cite as: Yan Z Y, Wang P J, Xu F, et al. AIR-PV: a benchmark dataset for photovoltaic panel extraction in optical remote sensing imagery. Sci China Inf Sci, 2023, 66(4): 140307, doi: 10.1007/s11432-022-3663-1
通信
雷达与遥感
NEWS & VIEWS
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Keywords: Radar database; Radar clutter; Target detection; Group targets; Multi-frequency; Full-polarization; High-resolution
Cite as: Hu C, Yan Y J, Wang R, et al. High-resolution, multi-frequency and full-polarization radar database of small and group targets in clutter environment. Sci China Inf Sci, 2023, 66(12): 227301, doi: 10.1007/s11432-023-3889-7
通信
无线通信
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Terahertz transistors based on aligned carbon nanotube arrays
Ding, Li; Zhang, Zhiyong
Sci China Inf Sci, 2022, 65(1): 117301
Keywords: carbon nanotube; radio-frequency; field-effect transistors; k band; cut-off frequency
Cite as: Ding L, Zhang Z Y. Terahertz transistors based on aligned carbon nanotube arrays. Sci China Inf Sci, 2022, 65(1): 117301, doi: 10.1007/s11432-021-3355-0
通信
无线通信
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Cited in SCI: 8
Keywords: thz communication; thz hollow-core fiber; optical-thz-optical communication; advanced multi-dimension multiplexing techniques; thz in-depth coverage
Cite as: Zhu M, Zhang J, Yu J J, et al. Demonstration of record-high 352-Gbps terahertz wired transmission over hollow-core fiber at 325 GHz. Sci China Inf Sci, 2022, 65(2): 127301, doi: 10.1007/s11432-021-3361-5
通信
无线通信
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Photonics-based high-speed long-distance fiber-wireless-integration communication at the W-band
Li, Weiping; Yu, Jianjun; Wang, Yanyi; Wang, Feng; Zhu, Bowen; Zhou, Wen; Zhao, Feng; Yu, Jianguo
Sci China Inf Sci, 2023, 66(2): 127301
Keywords: beyond 5G; mm-wave communication; W band; photonics-based; long-distance communication
Cite as: Li W P, Yu J J, Wang F Y, et al. Photonics-based high-speed long-distance fiber-wireless-integration communication at the W-band. Sci China Inf Sci, 2023, 66(2): 127301, doi: 10.1007/s11432-022-3625-8
信息器件
新材料
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Keywords: 2D InSe Transistors; Ballistic; Ohmic-contact; 10 nm; More Moore
Cite as: Li H, Li Q H, Lu J. Ohmic-contact ballistic 2D InSe transistors: promising candidates for more Moore electronics. Sci China Inf Sci, 2024, 67(3): 137401, doi: 10.1007/s11432-023-3884-3
信息器件
电路和系统
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Cite as: Jia H K, Chi B Y. International Solid-State Circuits Conference 2019 aims at "envisioning the future". Sci China Inf Sci, 2019, 62(6): 067401, doi: 10.1007/s11432-019-9873-x
信息器件
新器件
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Cited in SCI: 6
CircuitNet: an open-source dataset for machine learning applications in electronic design automation (EDA)
Chai, Zhuomin; Zhao, Yuxiang; Lin, Yibo; Liu, Wei; Wang, Runsheng; Huang, Ru
Sci China Inf Sci, 2022, 65(12): 227401
Keywords: EDA; VLSI CAD; Physical Design; Machine Learning; Routability; IR Drop
Cite as: Chai Z M, Zhao Y X, Lin Y B, et al. CircuitNet: an open-source dataset for machine learning applications in electronic design automation (EDA). Sci China Inf Sci, 2022, 65(12): 227401, doi: 10.1007/s11432-022-3571-8
信息器件
量子
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Keywords: quantum memory; quantum repeater; quantum communication; quantum entanglement; quantum network
Cite as: Zhou Z W. A multiplexed quantum repeater based on absorptive quantum memories. Sci China Inf Sci, 2021, 64(11): 217501, doi: 10.1007/s11432-021-3287-6
