Pair wise training for stacked convolutional autoencoders using small scale images

Author:

Kumar Aiswarya S.1,Nair Jyothisha J.1

Affiliation:

1. Department of Computer Science and Engineering, Amrita Vishwa Vidyapeetham, Amritapuri, India

Publisher

IOS Press

Subject

Artificial Intelligence,General Engineering,Statistics and Probability

Reference27 articles.

1. Greedy layerwise training of deep networks;Bengio;Advances in Neural Information Processing Systems,2007

2. A. Brock , T. Lim , J. Ritchie and N. Weston , Freezeout: Accelerate training by progressively freezing layers, Paper presented at 10th NIPS Workshop on Optimization for Machine Learning, United States, 2017.

3. M. Chen , X. Shi , Y. Zhang , D. Wu and M. Guizani , Deep features learning for medical image analysis with convolu-tional autoencoder neural network, IEEE Transactions on Big Data 1 (2017).

4. Stacked convolutional denoising auto-encoders for feature representation;Du;IEEE Transactions on Cybernetics,2017

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