Search Results for author: Muhammad Umair Haider

Found 3 papers, 1 papers with code

Comprehensive Online Network Pruning via Learnable Scaling Factors

no code implementations6 Oct 2020 Muhammad Umair Haider, Murtaza Taj

One of the major challenges in deploying deep neural network architectures is their size which has an adverse effect on their inference time and memory requirements.

Network Pruning

Teacher-Class Network: A Neural Network Compression Mechanism

2 code implementations7 Apr 2020 Shaiq Munir Malik, Muhammad Umair Haider, Mohbat Tharani, Musab Rasheed, Murtaza Taj

To reduce the overwhelming size of Deep Neural Networks (DNN) teacher-student methodology tries to transfer knowledge from a complex teacher network to a simple student network.

Image Classification Neural Network Compression +2

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