HRel: Filter Pruning based on High Relevance between Activation Maps and Class Labels

CH Sarvani, Mrinmoy Ghorai, Shiv Ram Dubey +1

This paper proposes an Information Bottleneck theory based filter pruning method that uses a statistical measure called Mutual Information (MI). The MI between filters and class la…