Matching Networks for One Shot Learning

Building a large annotated corpus of english: The penn treebank

MP Marcus, MA Marcinkiewicz, and B Santorini · 1993

Earlier work this paper cites.

Locally weighted learning

C Atkeson, A Moore, and S Schaal · 1997

Earlier work this paper cites.

Long short-term memory

S Hochreiter and J Schmidhuber · 1997

Earlier work this paper cites.

Neighbourhood component analysis

S Roweis, G Hinton, and R Salakhutdinov · 2004

Earlier work this paper cites.

Learning a nonlinear embedding by preserving class neighbourhood structure

R Salakhutdinov and G Hinton · 2007

Earlier work this paper cites.

Distance metric learning for large margin nearest neighbor classification

K Weinberger and L Saul · 2009

Earlier work this paper cites.

Convolutional deep belief networks on cifar-10

A Krizhevsky and G Hinton · 2010

Earlier work this paper cites.

Recurrent neural network based language model

T Mikolov, M Karafiát, L Burget, J Cernockỳ, and S Khudanpur · 2010

Earlier work this paper cites.

One shot learning of simple visual concepts

BM Lake, R Salakhutdinov, J Gross, and J Tenenbaum · 2011

Earlier work this paper cites.

Deep neural networks for acoustic modeling in speech recognition: The shared views of four research groups

G Hinton et al · 2012

Earlier work this paper cites.

Imagenet classification with deep convolutional neural networks

A Krizhevsky, I Sutskever, and G Hinton · 2012

Cited alongside, same era.

Zero-shot learning by convex combination of semantic embeddings

Original

M Norouzi, T Mikolov, S Bengio, Y Singer, J Shlens, A Frome, G Corrado, and J Dean · 2013

Cited alongside, same era.

Neural machine translation by jointly learning to align and translate

D Bahdanau, K Cho, and Y Bengio · 2014

Cited alongside, same era.

Decaf: A deep convolutional activation feature for generic visual recognition

J Donahue, Y Jia, O Vinyals, J Hoffman, N Zhang, E Tzeng, and T Darrell · 2014

Cited alongside, same era.

Neural turing machines

Original

A Graves, G Wayne, and I Danihelka · 2014

Cited alongside, same era.

The goldilocks principle: Reading children’s books with explicit memory representations

Original

F Hill, A Bordes, S Chopra, and J Weston · 2015

Later among the works it cites.

Deep metric learning using triplet network

E Hoffer and N Ailon · 2015

Later among the works it cites.

Batch normalization: Accelerating deep network training by reducing internal covariate shift

Original

S Ioffe and C Szegedy · 2015

Later among the works it cites.

Siamese neural networks for one-shot image recognition

G Koch, R Zemel, and R Salakhutdinov · 2015

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 Berg, and L Fei-Fei · 2015

Later among the works it cites.