×

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; GitHub; darch; U-Net; MNIST; Faster R-CNN; Tensor2Tensor; Keras; word2vec; BERT; PRMLT; AdaGrad; Caffe; Scikit; DGM; Python
Cited in: 1,010 Documents
Further Publications: http://image-net.org/about-publication
all top 5

Cited by 3,021 Authors

10 Karniadakis, George Em
9 Petersen, Philipp Christian
9 Ying, Lexing
8 Yan, Zhenya
7 Fan, Yuwei
7 Ruthotto, Lars
6 Jentzen, Arnulf
6 Kutyniok, Gitta
6 Voigtlaender, Felix
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 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 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 Grohs, Philipp
3 Haghighat, Ehsan
3 Jabin, Pierre-Emmanuel
3 Jagtap, Ameya D.
3 Jia, Fan
3 Jiao, Yuling
3 Jin, Pengzhan
3 Kohler, Michael
3 Kutz, J. Nathan
3 Li, Qianxiao
3 Li, Xuhong
3 Lin, Lin
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 Tang, Yifa
3 Unser, Michael A.
3 Vasilyeva, Maria V.
3 Vlah, Domagoj
3 Weston, Jason
3 Wyart, Matthieu
3 Xu, Jinchao
3 Yang, Yibo
3 Zepeda-Núñez, Leonardo
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.
2 Beck, Andrea D.
2 Beise, Hans-Peter
2 Bekar, Ali Can
2 Bellet, Aurélien
2 Bengio, Samy
2 Bertsimas, Dimitris John
...and 2,921 more Authors
all top 5

Cited in 219 Serials

68 Neural Networks
50 Machine Learning
45 Computer Methods in Applied Mechanics and Engineering
45 Journal of Computational Physics
45 Information Sciences
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 SIAM Journal on Mathematics of Data Science
14 Journal of Mathematical Imaging and Vision
14 International Journal of Wavelets, Multiresolution and Information Processing
12 SIAM Journal on Imaging Sciences
10 Multidimensional Systems and Signal Processing
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
8 Computer Science Review
7 Computational Mechanics
7 SIAM Journal on Scientific Computing
7 The Journal of Artificial Intelligence Research (JAIR)
7 Data Mining and Knowledge Discovery
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 Constructive Approximation
6 International Journal of Approximate Reasoning
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 Complexity
5 Journal of Computational and Graphical Statistics
4 Journal of Fluid Mechanics
4 The Annals of Statistics
4 Automatica
4 Journal of Computational and Applied Mathematics
4 International Journal of Bifurcation and Chaos in Applied Sciences and Engineering
4 ETNA. Electronic Transactions on Numerical Analysis
4 Journal of High Energy Physics
4 Lobachevskii Journal of Mathematics
4 IEEE Transactions on Image Processing
4 Electronic Journal of Statistics
4 Mathematical Geosciences
4 Communications in Mathematics and Statistics
3 Physics Letters. A
3 Journal of the American Statistical Association
3 Journal of Optimization Theory and Applications
3 Journal of Statistical Planning and Inference
3 SIAM Journal on Numerical Analysis
3 Journal of Complexity
3 Statistical Science
3 The Annals of Applied Probability
3 Applied Mathematical Modelling
3 European Journal of Operational Research
3 SIAM Review
3 Computational Statistics and Data Analysis
3 Mathematical Programming. Series A. Series B
3 Statistica Sinica
3 Advances in Computational Mathematics
3 INFORMS Journal on Computing
3 Extremes
3 Computational Geosciences
3 Multiscale Modeling & Simulation
3 Acta Numerica
3 The Annals of Applied Statistics
3 Foundations and Trends in Computer Graphics and Vision
3 Discrete and Continuous Dynamical Systems. Series S
3 Information and Inference
3 Communications on Applied Mathematics and Computation
2 Acta Mechanica
2 The American Statistician
2 Annals of the Institute of Statistical Mathematics
2 IEEE Transactions on Computers
2 Journal of Mathematical Psychology
2 Mathematics and Computers in Simulation
2 Quarterly of Applied Mathematics
2 European Journal of Applied Mathematics
2 Journal of Global Optimization
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
2 Mathematical Problems in Engineering
2 Soft Computing
2 Mathematical and Computer Modelling of Dynamical Systems
...and 119 more Serials
all top 5

Cited in 49 Fields

752 Computer science (68-XX)
215 Statistics (62-XX)
176 Numerical analysis (65-XX)
90 Biology and other natural sciences (92-XX)
83 Operations research, mathematical programming (90-XX)
78 Information and communication theory, circuits (94-XX)
60 Partial differential equations (35-XX)
47 Fluid mechanics (76-XX)
46 Mechanics of deformable solids (74-XX)
36 Approximations and expansions (41-XX)
31 Probability theory and stochastic processes (60-XX)
27 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
26 Dynamical systems and ergodic theory (37-XX)
26 Systems theory; control (93-XX)
21 Statistical mechanics, structure of matter (82-XX)
20 Quantum theory (81-XX)
19 Linear and multilinear algebra; matrix theory (15-XX)
19 Calculus of variations and optimal control; optimization (49-XX)
14 Geophysics (86-XX)
10 Harmonic analysis on Euclidean spaces (42-XX)
10 Functional analysis (46-XX)
8 General and overarching topics; collections (00-XX)
8 Ordinary differential equations (34-XX)
7 Operator theory (47-XX)
5 Differential geometry (53-XX)
5 Algebraic topology (55-XX)
4 Optics, electromagnetic theory (78-XX)
3 History and biography (01-XX)
3 Number theory (11-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 Combinatorics (05-XX)
2 Functions of a complex variable (30-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 Associative rings and algebras (16-XX)
1 Group theory and generalizations (20-XX)
1 Topological groups, Lie groups (22-XX)
1 Measure and integration (28-XX)
1 Several complex variables and analytic spaces (32-XX)
1 Difference and functional equations (39-XX)
1 Integral transforms, operational calculus (44-XX)
1 Integral equations (45-XX)
1 Convex and discrete geometry (52-XX)

Citations by Year