Learning across scales - A multiscale method for Convolution Neural Networks

Learning Long-Term Dependencies with Gradient Descent Is Difficult

Y. BENGIO, P. SIMARD, and P. FRASCONI · 1994

Earlier work this paper cites.

Convolutional networks for images, speech, and time series

Y. LeCun and Y. Bengio · 1995

Earlier work this paper cites.

The cascadic multigrid method for elliptic problems

F. A. Bornemann and P. Deuflhard · 1996

Earlier work this paper cites.

Shape from shading: A survey

Original

R. Zhang, P.-S. Tsai, J. Cryer, and M. Shah · 1999

Earlier work this paper cites.

Multigrid

U. Trottenberg, C. W. Oosterlee, and A. Schuller · 2000

Earlier work this paper cites.

Multilevel methods for image registration

E. Haber and J. Modersitzki · 2004

Earlier work this paper cites.

Numerical Methods for Image Registration

J. Modersitzki · 2004

Earlier work this paper cites.

Real-Time PDE-Constrained Optimization

L. T. Biegler, O. Ghattas, M. Heinkenschloss, D. Keyes, and B. van Bloemen Waanders (Editors) · 2009

Cited alongside, same era.

FAIR: Flexible Algorithms for Image Registration

J. Modersitzki · 2009

Cited alongside, same era.

Medical image analysis with artificial neural networks

J. Jiang, P. Trundle, and J. Ren · 2010

Cited alongside, same era.

Convolutional networks and applications in vision

Y. LeCun, K. Kavukcuoglu, and C. Farabet · 2010

Cited alongside, same era.

Imagenet classification with deep convolutional neural networks

A. Krizhevsky, I. Sutskever, and G. Hinton · 2012

Cited alongside, same era.

Anisotropic 3d full-waveform inversion

M. W. ans A. Ratcliffe, T. Nangoo, J. Morgan, A. Umpleby, N. Shah, V. Vinje, I. Štekl, L. Guasch, C. Win, G. Conroy, and A. Bertrand · 2013

Cited alongside, same era.

Large-scale video classification with convolutional neural networks

A. Karpathy, G. Toderici, S. Shetty, T. Leung, R. Sukthankar, and L. Fei-Fei · 2014

Later among the works it cites.

Striving for simplicity: The all convolutional net

Original

J. T. Springenberg, A. Dosovitskiy, T. Brox, and M. A. Riedmiller · 2014

Later among the works it cites.

ImageNet Large Scale Visual Recognition Challenge

O. Russakovsky, J. Deng, H. Su, J. Krause, S. Satheesh, S. Ma, Z. Huang, A. Karpathy, A. Khosla, M. Bernstein, A. C. Berg, and L. Fei-Fei · 2015

Later among the works it cites.

Deep residual learning for image recognition

K. He, X. Zhang, S. Ren, and J. Sun · 2016

Later among the works it cites.

Identity mappings in deep residual networks

K. He, X. Zhang, S. Ren, and J. Sun · 2016

Later among the works it cites.

A general framework for constrained bayesian optimization using information-based search