Fetching the paper…
Reading the bibliography…
We address the issue of speeding up the training of convolutional networks.
Neocognitron: A self-organizing neural network for a mechanism of pattern recognition unaffected by shift in position
Fukushima, K · 1980
Earlier work this paper cites.
Gradient based learning applied to document recognition. proceedings
LeCun, Y., Bottou, L., Bengio, Y., and Haffner, P · 1998
Earlier work this paper cites.
Gossip-based computation of aggregate information
Kempe, D., Dobra, A., and Gehrke, J · 2003
Earlier work this paper cites.
Randomized gossip algorithms
Boyd, S., Ghosh, A., Prabhakar, B., and Shah, D · 2006
Earlier work this paper cites.
Learning multiple layers of features from tiny images
Krizhevsky, A · 2009
Earlier work this paper cites.
Distributed optimization and statistical learning via the alternating direction method of multipliers
Boyd, S., Parikh, N., Chu, E., Peleato, B., and Eckstein, J · 2011
Earlier work this paper cites.
Large scale distributed deep networks
Dean, J., Corrado, G. S., Monga, R., Chen, K., Devin, M., Le, Q. V., Mao, M. Z., Ranzato, M., Senior, A., Tucker, P., Yang, K., and Ng, A. Y · 2012
Cited alongside, same era.
Imagenet classification with deep convolutional neural networks
Krizhevsky, A., Sutskever, I., and Hinton, G. E · 2012
Cited alongside, same era.
Regularization of neural networks using dropconnect
Wan, L., Zeiler, M. D., Zhang, S., LeCun, Y., and Fergus, R · 2013
Cited alongside, same era.
The loss surfaces of multilayer networks
Choromanska, A., Henaff, M., Mathieu, M., Arous, G. B., and LeCun, Y · 2015
Cited alongside, same era.
Asynchronous gossip principal components analysis
Fellus, J., Picard, D., and Gosselin, P.-H · 2015
Cited alongside, same era.
Microsoft coco: Common objects in context
Lin, T.-Y., Maire, M., Belongie, S., Bourdev, L., Girshick, R., Hays, J., Perona, P., Ramanan, D., Zitnick, C. L., and Dollár, P · 2015
Later among the works it cites.
Imagenet large scale visual recognition challeng
Russakovsky*, O., Deng*, J., Su, H., Krause, J., Satheesh, S., Ma, S., Huang, Z., Karpathy, A., Khosla, A., Bernstein, M., Berg, A. C., and Fei-Fei, L · 2015
Later among the works it cites.
Deep learning with elastic averaging sgd
Zhang, S., Choromanska, A., and LeCun, Y · 2015
Later among the works it cites.
Gossip dual averaging for decentralized optimization of pairwise functions
Colin, I., Bellet, A., Salmon, J., and Clemencon, S · 2016
Closest in time.
Deep residual learning for image recognition
He, K., Zhang, X., Ren, S., and Sun, J · 2016
Closest in time.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…