Model Compression and Acceleration for Deep Neural Networks: The Principles, Progress, and Challenges
Reproducing and Regularizing the SCRN Model
MPDCompress - Matrix Permutation Decomposition Algorithm for Deep Neural Network Compression
HydraNets: Specialized Dynamic Architectures for Efficient Inference
GroupReduce: Block-Wise Low-Rank Approximation for Neural Language Model Shrinking
Deep Learning-Based Multimedia Analytics: A Review