Shake slice and shake concordant links

Shake-Shake regularization

The method introduced in this paper aims at helping deep learning practitioners faced with an overfit problem. The idea is to replace, in a multi-branch network, the standard summation of parallel branches with a stochastic affine combination. Applied to 3-branch residual networks, shake-shake regularization improves on the best single shot published results on CIFAR-10 and CIFAR100 by reaching...

Shake-And-Bake Translation

Shake-shake Regularization of 3-branch Residual Networks

The method introduced in this paper aims at helping computer vision practitioners faced with an overfit problem. The idea is to replace, in a 3-branch ResNet, the standard summation of residual branches by a stochastic affine combination. The largest tested model improves on the best single shot published result on CIFAR10 by reaching 2.86% test error. Code is available at https://github.com/ x...

Embryology shake-up backed

The new study has been prompted by indications from researchers at Australia's Casey Station which suggest the subglacial basins could make the East Antarctic ice sheet more vulnerable in a warming world. Satellite data suggest that the Totten Glacier, which dominates the ice of the Aurora subglacial basin, appears to be losing ice at its downstream edge. " We are getting more science done with...

Funding shake-up urged

years. By the autumn of 2005, both the scientific and the political context of such a convention may be different. By then, the Bush administration, which had acted against the clear recommendation of its National Academy may have been replaced. And the German government may have managed to win the backing of its own parliament in this important question. The German government also got a boost ...