Deep Multimodal Clustering for Unsupervised Audiovisual Learning

Polysensory properties of neurons in the anterior bank of the caudal superior temporal sulcus of the macaque monkey

K. Hikosaka, E. Iwai, H. Saito, and K. Tanaka · 1988

Earlier work this paper cites.

Activation of auditory cortex during silent lipreading

G. A. Calvert, E. T. Bullmore, M. J. Brammer, R. Campbell, S. C. Williams, P. K. McGuire, P. W. Woodruff, S. D. Iversen, and A. S. David · 1997

Earlier work this paper cites.

Determination of number of clusters in k-means clustering and application in colour image segmentation

S. Ray and R. H. Turi · 1999

Earlier work this paper cites.

Multisensory integration: space, time and superadditivity

N. P. Holmes and C. Spence · 2005

Earlier work this paper cites.

Blind audiovisual source separation based on sparse redundant representations

A. L. Casanovas, G. Monaci, P. Vandergheynst, and R. Gribonval · 2010

Earlier work this paper cites.

The pascal visual object classes (voc) challenge

M. Everingham, L. Van Gool, C. K. Williams, J. Winn, and A. Zisserman · 2010

Earlier work this paper cites.

Data clustering: 50 years beyond k-means

A. K. Jain · 2010

Earlier work this paper cites.

Multisensory perceptual learning and sensory substitution

M. J. Proulx, D. J. Brown, A. Pasqualotto, and P. Meijer · 2014

Earlier work this paper cites.

Very deep convolutional networks for large-scale image recognition

Original

K. Simonyan and A. Zisserman · 2014

Earlier work this paper cites.

Learning to see by moving

P. Agrawal, J. Carreira, and J. Malik · 2015

Earlier work this paper cites.

Unsupervised visual representation learning by context prediction

C. Doersch, A. Gupta, and A. A. Efros · 2015

Earlier work this paper cites.

Data-dependent initializations of convolutional neural networks

Original

P. Krähenbühl, C. Doersch, J. Donahue, and T. Darrell · 2015

Earlier work this paper cites.

Environmental sound classification with convolutional neural networks

K. J. Piczak · 2015

Cited alongside, same era.

Esc: Dataset for environmental sound classification

K. J. Piczak · 2015

Cited alongside, same era.

Unsupervised learning of visual representations using videos

Original

X. Wang and A. Gupta · 2015

Cited alongside, same era.

Character-level convolutional networks for text classification

X. Zhang, J. Zhao, and Y. LeCun · 2015

Cited alongside, same era.

Soundnet: Learning sound representations from unlabeled video

Y. Aytar, C. Vondrick, and A. Torralba · 2016

Cited alongside, same era.

Unsupervised learning of spoken language with visual context

D. Harwath, A. Torralba, and J. Glass · 2016

DCASE 2017 challenge setup: Tasks, datasets and baseline system

T. Heittola and A. Mesaros · 2017

Later among the works it cites.

Cnn architectures for large-scale audio classification

S. Hershey, S. Chaudhuri, D. P. Ellis, J. F. Gemmeke, A. Jansen, R. C. Moore, M. Plakal, D. Platt, R. A. Saurous, B. Seybold, et al · 2017

Later among the works it cites.

Audio event detection using multiple-input convolutional neural network

I.-Y. Jeong, S. Lee, Y. Han, and K. Lee · 2017

Later among the works it cites.

Neuroevolution for sound event detection in real life audio: A pilot study

C. Kroos and M. D. Plumbley · 2017

Later among the works it cites.

Deep binary reconstruction for cross-modal hashing

X. Li, D. Hu, and F. Nie · 2017

Later among the works it cites.

Dynamic routing between capsules

S. Sabour, N. Frosst, and G. E. Hinton · 2017

Later among the works it cites.