The Monkeytyping Solution to the YouTube-8M Video Understanding Challenge

Bagging predictors

L. Breiman · 1996

Earlier work this paper cites.

Long short-term memory

S. Hochreiter and J. Schmidhuber · 1997

Earlier work this paper cites.

Arcing classifier (with discussion and a rejoinder by the author)

L. Breiman · 1998

Earlier work this paper cites.

Classifier chains for multi-label classification

J. Read, B. Pfahringer, G. Holmes, and E. Frank · 2009

Earlier work this paper cites.

Feature-weighted linear stacking

Original

J. Sill, G. Takács, L. Mackey, and D. Lin · 2009

Earlier work this paper cites.

Temporal segmentation and activity classification from first-person sensing

E. H. Spriggs, F. De La Torre, and M. Hebert · 2009

Earlier work this paper cites.

Ensemble methods: foundations and algorithms

Z.-H. Zhou · 2012

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

Cited alongside, same era.

Convolutional neural networks for sentence classification

Original

Y. Kim · 2014

Cited alongside, same era.

Adam: A method for stochastic optimization

Original

D. P. Kingma and J. Ba · 2014

Cited alongside, same era.

A deep interpretation of classifier chains

J. Read and J. Hollmén · 2014

Cited alongside, same era.

Activitynet: A large-scale video benchmark for human activity understanding

F. Caba Heilbron, V. Escorcia, B. Ghanem, and J. Carlos Niebles · 2015

Later among the works it cites.

Distilling the knowledge in a neural network

Original

G. Hinton, O. Vinyals, and J. Dean · 2015

Later among the works it cites.

Youtube-8m: A large-scale video classification benchmark

Original

S. Abu-El-Haija, N. Kothari, J. Lee, P. Natsev, G. Toderici, B. Varadarajan, and S. Vijayanarasimhan · 2016

Later among the works it cites.

Attention pooling-based convolutional neural network for sentence modelling

M. J. Er, Y. Zhang, N. Wang, and M. Pratama · 2016

Later among the works it cites.

Temporal segment networks: towards good practices for deep action recognition

L. Wang, Y. Xiong, Z. Wang, Y. Qiao, D. Lin, X. Tang, and L. Van Gool · 2016

Later among the works it cites.