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ImageNet

swMATH ID: 21105
Software Authors: Deng, J.; Dong, W.; Socher, R.; Li, L. J.; Li, K.; Fei-Fei, L.
Description: ImageNet is an image dataset organized according to the WordNet hierarchy. Each meaningful concept in WordNet, possibly described by multiple words or word phrases, is called a ”synonym set” or ”synset”. There are more than 100,000 synsets in WordNet, majority of them are nouns (80,000+). In ImageNet, we aim to provide on average 1000 images to illustrate each synset. Images of each concept are quality-controlled and human-annotated. In its completion, we hope ImageNet will offer tens of millions of cleanly sorted images for most of the concepts in the WordNet hierarchy.
Homepage: http://image-net.org/about-overview
Related Software: AlexNet; Adam; TensorFlow; PyTorch; CIFAR; darch; GitHub; U-Net; MNIST; Faster R-CNN; Tensor2Tensor; Keras; BERT; AdaGrad; word2vec; Python; Scikit; Caffe; PRMLT; PASCAL VOC
Cited in: 1,051 Documents
Further Publications: http://image-net.org/about-publication
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Cited by 3,150 Authors

10 Karniadakis, George Em
9 Petersen, Philipp Christian
9 Ying, Lexing
8 Yan, Zhenya
7 Fan, Yuwei
7 Ruthotto, Lars
7 Voigtlaender, Felix
6 Jentzen, Arnulf
6 Kutyniok, Gitta
6 Xin, Jack X.
6 Yin, Penghang
5 Bengio, Yoshua
5 Dou, Dejing
5 E, Weinan
5 Haber, Eldad
5 Osher, Stanley Joel
5 Perdikaris, Paris G.
4 Baldi, Pierre
4 Grohs, Philipp
4 He, Juncai
4 Lim, Lek-Heng
4 Lin, Shaobo
4 Mao, Tong
4 Müller, Klaus-Robert
4 Qu, Annie
4 Samek, Wojciech
4 Treister, Eran
4 Wang, Li
4 Xiong, Haoyi
4 Yang, Haizhao
4 Zabaras, Nicholas J.
4 Zepeda-Núñez, Leonardo
4 Zhao, Hong
4 Zhong, Ming
3 Berlyand, Leonid V.
3 Bölcskei, Helmut
3 Brunton, Steven L.
3 Bustince Sola, Humberto
3 Chen, Chun Lung Philip
3 d’Ascoli, Stéphane
3 Dede’, Luca
3 Dimuro, Graçaliz Pereira
3 Dong, Bin
3 Eliasof, Moshe
3 Fioresi, Rita
3 Fornasier, Massimo
3 Garikipati, Krishna
3 Gibou, Frédéric
3 Gribonval, Rémi
3 Guo, Xu
3 Haghighat, Ehsan
3 Hsieh, Cho-Jui
3 Jabin, Pierre-Emmanuel
3 Jagtap, Ameya D.
3 Jia, Fan
3 Jiao, Yuling
3 Jin, Pengzhan
3 Katz, Guy
3 Kohler, Michael
3 Kutz, J. Nathan
3 Li, Qianxiao
3 Li, Xuhong
3 Lin, Lin
3 Lin, Wei
3 Lin, Yaojin
3 Liu, Yinghua
3 Long, Ziang
3 Lukasiewicz, Thomas
3 Mixon, Dustin G.
3 Needell, Deanna
3 Plaat, Aske
3 Príncipe, José Carlos
3 Qi, Yingyong
3 Saab, Rayan
3 Schmidt-Hieber, Johannes
3 Shen, Zuowei
3 Shi, Zuoqiang
3 Srinivasan, Vignesh
3 Sun, Jia
3 Tai, Xuecheng
3 Tang, Yifa
3 Tang, Yuanyan
3 Unser, Michael A.
3 Vasilyeva, Maria V.
3 Vlah, Domagoj
3 Weston, Jason
3 Wyart, Matthieu
3 Xu, Jinchao
3 Yang, Yibo
3 Zhou, Dingxuan
3 Zhou, Zijian
3 Zhu, Song-Chun
3 Zou, Lian
2 Aldirany, Ziad
2 An, Hongli
2 Antonietti, Paola Francesca
2 Bach, Francis R.
2 Bansal, Yamini
2 Bao, Chenglong
2 Barrett, Clark W.
...and 3,050 more Authors
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Cited in 230 Serials

68 Neural Networks
51 Information Sciences
50 Machine Learning
46 Computer Methods in Applied Mechanics and Engineering
46 Journal of Computational Physics
43 International Journal of Computer Vision
35 Journal of Machine Learning Research (JMLR)
29 Neural Computation
20 Artificial Intelligence
15 Applied and Computational Harmonic Analysis
15 International Journal of Wavelets, Multiresolution and Information Processing
15 SIAM Journal on Mathematics of Data Science
14 Journal of Mathematical Imaging and Vision
12 SIAM Journal on Imaging Sciences
10 Multidimensional Systems and Signal Processing
9 SIAM Journal on Scientific Computing
9 Data Mining and Knowledge Discovery
8 Computers & Mathematics with Applications
8 Journal of the Franklin Institute
8 Journal of Scientific Computing
8 Journal of Statistical Mechanics: Theory and Experiment
8 Mathematical Biosciences and Engineering
8 Communications in Computational Physics
7 Computational Mechanics
7 International Journal of Approximate Reasoning
7 International Journal of Applied Mathematics and Computer Science
7 Analysis and Applications (Singapore)
7 Computational & Mathematical Methods in Medicine
7 Research in the Mathematical Sciences
6 Computers and Fluids
6 Inverse Problems
6 Journal of Computational and Applied Mathematics
6 Constructive Approximation
6 Annals of Mathematics and Artificial Intelligence
6 Chaos
6 Inverse Problems and Imaging
6 Algorithms
6 Stat
5 Physica A
5 Chaos, Solitons and Fractals
5 Computer Aided Geometric Design
5 Physica D
5 European Journal of Operational Research
5 Complexity
5 Journal of Computational and Graphical Statistics
5 Computer Science Review
4 Journal of Fluid Mechanics
4 The Annals of Statistics
4 Automatica
4 Journal of Statistical Planning and Inference
4 Statistical Science
4 Mathematical Programming. Series A. Series B
4 International Journal of Bifurcation and Chaos in Applied Sciences and Engineering
4 ETNA. Electronic Transactions on Numerical Analysis
4 The Journal of Artificial Intelligence Research (JAIR)
4 Journal of High Energy Physics
4 Lobachevskii Journal of Mathematics
4 Electronic Journal of Statistics
4 Foundations and Trends in Computer Graphics and Vision
4 Mathematical Geosciences
4 Communications in Mathematics and Statistics
3 Acta Mechanica
3 Physics Letters. A
3 Journal of the American Statistical Association
3 Journal of Optimization Theory and Applications
3 SIAM Journal on Numerical Analysis
3 Journal of Complexity
3 The Annals of Applied Probability
3 Applied Mathematical Modelling
3 SIAM Review
3 Computational Statistics and Data Analysis
3 Statistica Sinica
3 Advances in Computational Mathematics
3 INFORMS Journal on Computing
3 Mathematical Problems in Engineering
3 Extremes
3 Communications in Nonlinear Science and Numerical Simulation
3 Computational Geosciences
3 IEEE Transactions on Image Processing
3 Multiscale Modeling & Simulation
3 Acta Numerica
3 The Annals of Applied Statistics
3 Discrete and Continuous Dynamical Systems. Series S
3 Information and Inference
3 Communications on Applied Mathematics and Computation
2 The American Statistician
2 Annals of the Institute of Statistical Mathematics
2 Journal of Mathematical Psychology
2 Mathematics and Computers in Simulation
2 Quarterly of Applied Mathematics
2 European Journal of Applied Mathematics
2 Annals of Operations Research
2 Journal of Global Optimization
2 Automation and Remote Control
2 SIAM Journal on Mathematical Analysis
2 Celestial Mechanics and Dynamical Astronomy
2 SIAM Journal on Optimization
2 Computational Optimization and Applications
2 Journal of Inverse and Ill-Posed Problems
2 Journal of Computational Neuroscience
...and 130 more Serials
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Cited in 48 Fields

785 Computer science (68-XX)
224 Statistics (62-XX)
183 Numerical analysis (65-XX)
92 Biology and other natural sciences (92-XX)
89 Operations research, mathematical programming (90-XX)
87 Information and communication theory, circuits (94-XX)
60 Partial differential equations (35-XX)
51 Fluid mechanics (76-XX)
48 Mechanics of deformable solids (74-XX)
37 Approximations and expansions (41-XX)
31 Probability theory and stochastic processes (60-XX)
28 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
27 Dynamical systems and ergodic theory (37-XX)
26 Systems theory; control (93-XX)
22 Statistical mechanics, structure of matter (82-XX)
21 Quantum theory (81-XX)
20 Linear and multilinear algebra; matrix theory (15-XX)
19 Calculus of variations and optimal control; optimization (49-XX)
14 Geophysics (86-XX)
12 Harmonic analysis on Euclidean spaces (42-XX)
11 Functional analysis (46-XX)
10 Ordinary differential equations (34-XX)
9 Operator theory (47-XX)
8 General and overarching topics; collections (00-XX)
5 Differential geometry (53-XX)
5 Algebraic topology (55-XX)
4 Optics, electromagnetic theory (78-XX)
3 History and biography (01-XX)
3 Combinatorics (05-XX)
3 Algebraic geometry (14-XX)
3 Real functions (26-XX)
3 Special functions (33-XX)
3 Mechanics of particles and systems (70-XX)
2 Number theory (11-XX)
2 Associative rings and algebras (16-XX)
2 Topological groups, Lie groups (22-XX)
2 Potential theory (31-XX)
2 General topology (54-XX)
2 Classical thermodynamics, heat transfer (80-XX)
2 Relativity and gravitational theory (83-XX)
1 Mathematical logic and foundations (03-XX)
1 Measure and integration (28-XX)
1 Functions of a complex variable (30-XX)
1 Difference and functional equations (39-XX)
1 Abstract harmonic analysis (43-XX)
1 Integral transforms, operational calculus (44-XX)
1 Integral equations (45-XX)
1 Convex and discrete geometry (52-XX)

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