Inverting Visual Representations with Convolutional Networks

Inverting a connectionist network mapping by back-propagation of error

R. J. Williams · 1986

Earlier work this paper cites.

Backpropagation applied to handwritten zip code recognition

Y. LeCun, B. Boser, J. S. Denker, D. Henderson, R. E. Howard, W. Hubbard, and L. D. Jackel · 1989

Earlier work this paper cites.

Inversion of multilayer nets

A. Linden and J. Kindermann · 1989

Earlier work this paper cites.

Inverse mapping of continuous functions using local and global information

S. Lee and R. M. Kil · 1994

Earlier work this paper cites.

Neural Networks for Pattern Recognition

C. M. Bishop · 1995

Earlier work this paper cites.

Inversion of feedforward neural networks: Algorithms and applications

C. Jensen, R. Reed, R. Marks, M. El-Sharkawi, J.-B. Jung, R. Miyamoto, G. Anderson, and C. Eggen · 1999

Earlier work this paper cites.

Inverting feedforward neural networks using linear and nonlinear programming

B. Lu, H. Kita, and Y. Nishikawa · 1999

Earlier work this paper cites.

Multiresolution gray-scale and rotation invariant texture classification with local binary patterns

T. Ojala, M. Pietikäinen, and T. Mäenpää · 2002

Earlier work this paper cites.

Distinctive image features from scale-invariant keypoints

D. G. Lowe · 2004

Earlier work this paper cites.

Histograms of oriented gradients for human detection

N. Dalal and B. Triggs · 2005

Earlier work this paper cites.

ImageNet: A Large-Scale Hierarchical Image Database

J. Deng, W. Dong, R. Socher, L.-J. Li, K. Li, and L. Fei-Fei · 2009

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Observer-based iterative fuzzy and neural network model inversion for measurement and control applications

A. R. Várkonyi-Kóczy · 2009

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Object detection with discriminatively trained part based models

P. F. Felzenszwalb, R. B. Girshick, D. McAllester, and D. Ramanan · 2010

Cited alongside, same era.

Vlfeat: an open and portable library of computer vision algorithms

A. Vedaldi and B. Fulkerson · 2010

Cited alongside, same era.

Reconstructing visual experiences from brain activity evoked by natural movies

S. Nishimoto, A. Vu, T. Naselaris, Y. Benjamini, B. Yu, and J. Gallant · 2011

Cited alongside, same era.

Reconstructing an image from its local descriptors

P. Weinzaepfel, H. Jegou, and P. Pérez · 2011

From bits to images: Inversion of local binary descriptors

E. d’Angelo, L. Jacques, A. Alahi, and P. Vandergheynst · 2014

Later among the works it cites.

Caffe: Convolutional architecture for fast feature embedding

Original

Y. Jia, E. Shelhamer, J. Donahue, S. Karayev, J. Long, R. Girshick, S. Guadarrama, and T. Darrell · 2014

Later among the works it cites.

Image reconstruction from bag-of-visual-words

H. Kato and T. Harada · 2014

Later among the works it cites.

Visualizing and understanding convolutional networks

Original

M. D. Zeiler and R. Fergus · 2014

Later among the works it cites.

Learning to generate chairs with convolutional neural networks

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