Structured IB augments the information bottleneck objective with auxiliary encoders and an independence penalty, improving accuracy and estimated mutual information on MNIST and CIFAR-10.
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Structured IB: Improving Information Bottleneck with Structured Feature Learning
Structured IB augments the information bottleneck objective with auxiliary encoders and an independence penalty, improving accuracy and estimated mutual information on MNIST and CIFAR-10.