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Table of Content

  1. Optimization and Performance

    1. Batch Normalization

    2. GPU Performance Enhancement

    3. Adaptive Learning Rate Method

    4. Dropout

  2. Unresolved issues/ Limiting Factors

  3. Current Research Topics  

    1. Spatial Transformer Networks

    2. Generative Adversarial Networks (GANs)

    3. Recurrent Neural Networks - Combination of RNN and CNN

    4. Deep Residual Networks

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