Följ
Chris J Li
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Deep residual learning for image recognition
K He, X Zhang, S Ren, J Sun
Proceedings of the IEEE conference on computer vision and pattern …, 2016
2562512016
Adam: A method for stochastic optimization
DP Kingma
arXiv preprint arXiv:1412.6980, 2014
2033182014
Attention is all you need
A Vaswani
Advances in Neural Information Processing Systems, 2017
1530822017
Random forests
L Breiman
Machine learning 45, 5-32, 2001
1477942001
Imagenet classification with deep convolutional neural networks
A Krizhevsky, I Sutskever, GE Hinton
Advances in neural information processing systems 25, 2012
1388412012
Very deep convolutional networks for large-scale image recognition
K Simonyan, A Zisserman
arXiv preprint arXiv:1409.1556, 2014
1381332014
Bert: Pre-training of deep bidirectional transformers for language understanding
J Devlin
arXiv preprint arXiv:1810.04805, 2018
1273802018
Long Short-term Memory
S Hochreiter
Neural Computation MIT-Press, 1997
1208421997
Scikit-learn: Machine learning in Python
F Pedregosa, G Varoquaux, A Gramfort, V Michel, B Thirion, O Grisel, ...
the Journal of machine Learning research 12, 2825-2830, 2011
1062592011
Deep learning
Y LeCun, Y Bengio, G Hinton
nature 521 (7553), 436-444, 2015
914512015
The elements of statistical learning: data mining, inference, and prediction
T Hastie
Springer, 2009
822392009
Imagenet: A large-scale hierarchical image database
J Deng, W Dong, R Socher, LJ Li, K Li, L Fei-Fei
2009 IEEE conference on computer vision and pattern recognition, 248-255, 2009
806822009
Convex optimization
S Boyd
Cambridge UP, 2004
793582004
Reinforcement learning: An introduction
RS Sutton
A Bradford Book, 2018
788942018
Generative adversarial nets
I Goodfellow, J Pouget-Abadie, M Mirza, B Xu, D Warde-Farley, S Ozair, ...
Advances in neural information processing systems 27, 2014
778312014
Deep learning
I Goodfellow
MIT press, 2016
737602016
Gradient-based learning applied to document recognition
Y LeCun, L Bottou, Y Bengio, P Haffner
Proceedings of the IEEE 86 (11), 2278-2324, 1998
732621998
Support-Vector Networks
C Cortes
Machine Learning, 1995
728161995
The nature of statistical learning theory
V Vapnik
Springer science & business media, 2013
702742013
Classification and regression trees
L Breiman
Routledge, 2017
678972017
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Artiklar 1–20