CIFAR swMATH ID: 17861 Software Authors: Alex Krizhevsky, Vinod Nair, Geoffrey Hinton Description: The CIFAR-10 and CIFAR-100 are labeled subsets of the 80 million tiny images dataset. They were collected by Alex Krizhevsky, Vinod Nair, and Geoffrey Hinton. The CIFAR-10 dataset consists of 60000 32x32 colour images in 10 classes, with 6000 images per class. There are 50000 training images and 10000 test images. The dataset is divided into five training batches and one test batch, each with 10000 images. The test batch contains exactly 1000 randomly-selected images from each class. The training batches contain the remaining images in random order, but some training batches may contain more images from one class than another. Between them, the training batches contain exactly 5000 images from each class. The CIFAR-100 dataset: This dataset is just like the CIFAR-10, except it has 100 classes containing 600 images each. There are 500 training images and 100 testing images per class. The 100 classes in the CIFAR-100 are grouped into 20 superclasses. Each image comes with a ”fine” label (the class to which it belongs) and a ”coarse” label (the superclass to which it belongs). Homepage: https://www.cs.toronto.edu/~kriz/cifar.html Related Software: ImageNet; AlexNet; Adam; MNIST; GitHub; TensorFlow; PyTorch; Python; UCI-ml; Fashion-MNIST; AdaGrad; Scikit; darch; Wasserstein GAN; U-Net; STL-10 dataset; LIBSVM; t-SNE; NUS-WIDE; SIFT Cited in: 174 Publications all top 5 Cited by 566 Authors 5 Kobayashi, Masaki 5 Osher, Stanley Joel 3 Qi, Yingyong 3 Ruthotto, Lars 3 Soatto, Stefano 3 Wang, Bao 3 Xin, Jack X. 3 Yin, Penghang 2 Chaudhari, Pratik 2 Chintala, Soumith 2 Choromanska, Anna 2 Fawzi, Alhussein 2 Frossard, Pascal 2 Gu, Quanquan 2 Haber, Eldad 2 He, Juncai 2 Imaizumi, Masaaki 2 LeCun, Yann 2 Liu, Li 2 Lyu, Jiancheng 2 Pardalos, Panos M. 2 Park, Seonho 2 Shao, Ling 2 Spiliopoulos, Konstantinos V. 2 Sutskever, Ilya 2 Szlam, Arthur D. 2 Tian, Xinyu 2 Tygert, Mark 2 Wang, Ruiping 2 Yang, Mingqiang 2 Zhang, Shuai 2 Zheng, Qinghe 2 Zhou, Dongruo 2 Zhu, Jun 1 Abbasnejad, M. Ehsan 1 Aberdam, Aviad 1 Achille, Alessandro 1 Adams, Ryan Prescott 1 Adosoglou, George 1 Aggarwal, Charu C. 1 Aguirre, Hernán E. 1 Aksenov, Vitaly 1 Aldroubi, Akram 1 Alistarh, Dan 1 Altalhi, Abdulrahman Helal 1 Amit, Yali 1 An, Aijun 1 An, Haozhe 1 Aryal, Sunil 1 Avelin, Benny 1 Baldassi, Carlo 1 Baldi, Pierre 1 Bang, Duhyeon 1 Bansal, Yamini 1 Barak, Boaz 1 Barrenechea, Edurne 1 Baskerville, Nicholas P. 1 Baweja, Anubhav 1 Bellinger, Colin 1 Bemporad, Alberto 1 Ben Shalom, Gil 1 Ben-Yair, Ido 1 Bibaut, Aurélien 1 Bilmes, Jeffrey A. 1 Blundell, Charles 1 Bohn, Bastian 1 Bolte, Jérôme 1 Borgs, Christian 1 Borisyak, Maxim 1 Bottou, Léon 1 Boubekki, Ahcène 1 Brefeld, Ulf 1 Bruna, Joan 1 Bustince, Humberto 1 Caccia, Massimo 1 Cai, Xiao-Chuan 1 Cao, Yuan 1 Carlier, Guillaume 1 Carlsson, Gunnar E. 1 Castera, Camille 1 Cauchois, Maxime 1 Chan, Chee Seng 1 Chan, Raymond Hon-Fu 1 Chang, Sean 1 Charoenphakdee, Nontawat 1 Chayes, Jennifer Tour 1 Chehreghani, Morteza Haghir 1 Chen, Bao Xin 1 Chen, Hao 1 Chen, Hung-Hsuan 1 Chen, Jianfei 1 Chen, Jie 1 Chen, Jiyu 1 Chen, Ke 1 Chen, Mengqiang 1 Chen, Ning 1 Chen, Qipin 1 Chen, Shen 1 Chen, Songcan 1 Chen, Ting ...and 466 more Authors all top 5 Cited in 63 Serials 20 Machine Learning 18 Neural Computation 18 Journal of Machine Learning Research (JMLR) 13 International Journal of Computer Vision 8 Information Sciences 5 Journal of Mathematical Imaging and Vision 5 SIAM Journal on Mathematics of Data Science 4 Artificial Intelligence 3 Theoretical Computer Science 3 Neural Networks 3 Annals of Mathematics and Artificial Intelligence 3 Data Mining and Knowledge Discovery 3 Research in the Mathematical Sciences 2 Journal of Optimization Theory and Applications 2 Quarterly of Applied Mathematics 2 Pattern Recognition 2 ETNA. Electronic Transactions on Numerical Analysis 2 The Journal of Artificial Intelligence Research (JAIR) 2 Mathematical Problems in Engineering 2 Journal of Applied Statistics 2 Journal of Statistical Mechanics: Theory and Experiment 2 SIAM Journal on Imaging Sciences 2 Statistics and Computing 1 Journal of Computational Physics 1 Journal of Fluid Mechanics 1 Journal of Statistical Physics 1 Applied Mathematics and Computation 1 Mathematics of Operations Research 1 Computers & Operations Research 1 Journal of Scientific Computing 1 European Journal of Applied Mathematics 1 Multidimensional Systems and Signal Processing 1 Journal of Global Optimization 1 Computational Statistics 1 Computational Mathematics and Mathematical Physics 1 Annals of Physics 1 SIAM Review 1 SIAM Journal on Optimization 1 SIAM Journal on Scientific Computing 1 Applied and Computational Harmonic Analysis 1 Advances in Applied Clifford Algebras 1 Statistica Sinica 1 INFORMS Journal on Computing 1 Soft Computing 1 Discrete Dynamics in Nature and Society 1 Extremes 1 Probability in the Engineering and Informational Sciences 1 IEEE Transactions on Image Processing 1 Journal of Software 1 Analysis and Applications (Singapore) 1 Inverse Problems and Imaging 1 Journal of Statistical Theory and Practice 1 Science China. 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Japanese Issue 1 Annals of Applied Mathematics 1 Journal of Nonlinear and Variational Analysis 1 Communications on Applied Mathematics and Computation 1 SN Operations Research Forum 1 Foundations of Data Science all top 5 Cited in 24 Fields 140 Computer science (68-XX) 42 Statistics (62-XX) 24 Operations research, mathematical programming (90-XX) 18 Numerical analysis (65-XX) 11 Biology and other natural sciences (92-XX) 11 Information and communication theory, circuits (94-XX) 7 Probability theory and stochastic processes (60-XX) 7 Statistical mechanics, structure of matter (82-XX) 5 Linear and multilinear algebra; matrix theory (15-XX) 5 Calculus of variations and optimal control; optimization (49-XX) 4 Partial differential equations (35-XX) 4 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 2 Real functions (26-XX) 2 Algebraic topology (55-XX) 1 Number theory (11-XX) 1 Category theory; homological algebra (18-XX) 1 Measure and integration (28-XX) 1 Special functions (33-XX) 1 Ordinary differential equations (34-XX) 1 Dynamical systems and ergodic theory (37-XX) 1 Fluid mechanics (76-XX) 1 Quantum theory (81-XX) 1 Astronomy and astrophysics (85-XX) 1 Systems theory; control (93-XX) Citations by Year