Fetching the paper…
Reading the bibliography…
The success of training deep Convolutional Neural Networks (CNNs) heavily depends on a significant amount of labelled data.
Overfitting in neural nets: Backpropagation, conjugate gradient, and early stopping
Caruana, R., Lawrence, S., and Giles, C. L. (2001) · 2001
Earlier work this paper cites.
One-shot learning of object categories
Fei-Fei, L., Fergus, R., and Perona, P. (2006) · 2006
Earlier work this paper cites.
Caltech-256 object category dataset
Griffin, G., Holub, A., and Perona, P. (2007) · 2007
Earlier work this paper cites.
Imagenet: A large-scale hierarchical image database
Deng, J., Dong, W., Socher, R., Li, L.-J., Li, K., and Fei-Fei, L. (2009) · 2009
Earlier work this paper cites.
Large-scale machine learning with stochastic gradient descent
Bottou, L. (2010) · 2010
Earlier work this paper cites.
Imagenet classification with deep convolutional neural networks
Krizhevsky, A., Sutskever, I., and Hinton, G. E. (2012) · 2012
Earlier work this paper cites.
State of the” art”: A taxonomy of artistic stylization techniques for images and video
Kyprianidis, J. E., Collomosse, J., Wang, T., and Isenberg, T. (2013) · 2013
Earlier work this paper cites.
Microsoft COCO: common objects in context
Lin, T., Maire, M., Belongie, S. J., Bourdev, L. D., Girshick, R. B., Hays, J., Perona, P., Ramanan, D., Dollár, P., and Zitnick, C. L. (2014) · 2014
Earlier work this paper cites.
Very deep convolutional networks for large-scale image recognition
Simonyan, K. and Zisserman, A. (2014) · 2014
Earlier work this paper cites.
Visualizing and understanding convolutional networks
Zeiler, M. D. and Fergus, R. (2014) · 2014
Earlier work this paper cites.
Texture synthesis using convolutional neural networks
Gatys, L., Ecker, A. S., and Bethge, M. (2015) · 2015
Cited alongside, same era.
Understanding deep image representations by inverting them
Mahendran, A. and Vedaldi, A. (2015) · 2015
Cited alongside, same era.
ImageNet Large Scale Visual Recognition Challenge
Russakovsky, O., Deng, J., Su, H., Krause, J., Satheesh, S., Ma, S., Huang, Z., Karpathy, A., Khosla, A., Bernstein, M., Berg, A. C., and Fei-Fei, L. (2015) · 2015
Cited alongside, same era.
Towards deep style transfer: A content-aware perspective
Chen, Y.-L. and Hsu, C.-T. (2016) · 2016
Cited alongside, same era.
A learned representation for artistic style
Dumoulin, V., Shlens, J., and Kudlur, M. (2016) · 2016
Cited alongside, same era.
Fast style transfer
Engstrom, L. (2016) · 2016
Training and investigating residual nets
Sam, G. and Michael, W. (2016) · 2016
Later among the works it cites.
Content aware neural style transfer
Yin, R. (2016) · 2016
Later among the works it cites.
Neural style transfer: A review
Jing, Y., Yang, Y., Feng, Z., Ye, J., and Song, M. (2017) · 2017
Later among the works it cites.
Demystifying neural style transfer
Li, Y., Wang, N., Liu, J., and Hou, X. (2017) · 2017
Later among the works it cites.
The effectiveness of data augmentation in image classification using deep learning
Perez, L. and Wang, J. (2017) · 2017
Later among the works it cites.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Cited alongside, same era.
Image style transfer using convolutional neural networks
Gatys, L. A., Ecker, A. S., and Bethge, M. (2016) · 2016
Cited alongside, same era.
Deep residual learning for image recognition
He, K., Zhang, X., Ren, S., and Sun, J. (2016) · 2016
Cited alongside, same era.
Perceptual losses for real-time style transfer and super-resolution
Johnson, J., Alahi, A., and Fei-Fei, L. (2016) · 2016
Cited alongside, same era.
Precomputed real-time texture synthesis with markovian generative adversarial networks
Li, C. and Wand, M. (2016) · 2016
Cited alongside, same era.
Texture networks: Feed-forward synthesis of textures and stylized images
Ulyanov, D., Lebedev, V., Vedaldi, A., and Lempitsky, V. S. (2016a)
Cited in the paper.
Instance normalization: The missing ingredient for fast stylization
Ulyanov, D., Vedaldi, A., and Lempitsky, V. S. (2016b)
Cited in the paper.
Stable and controllable neural texture synthesis and style transfer using histogram losses
Risser, E., Wilmot, P., and Barnes, C. (2017) · 2017
Later among the works it cites.
Vasconcelos, C. N. and Vasconcelos, B. N. (2017) · 2017
Later among the works it cites.
Unpaired image-to-image translation using cycle-consistent adversarial networks
Zhu, J.-Y., Park, T., Isola, P., and Efros, A. A. (2017) · 2017
Later among the works it cites.
Egocentric gesture recognition for head mounted ar devices
Chalasani, T., Ondrej, J., and Smolic, A. (2018) · 2018
Later among the works it cites.