224 citations · 224 across the 2 of their papers we have counts for
2 papers
cs.NE2025
Integrating Pruning with Quantization for Efficient Deep Neural Networks Compression
Sara Makenali, Babak Rokh, Ali Azarpeyvand
Deep Neural Networks (DNNs) have achieved significant advances in a wide range of applications. However, their deployment on resource-constrained devices remains a challenge due to…
cs.LG2022★ 224 cited
A Comprehensive Survey on Model Quantization for Deep Neural Networks in Image Classification
Babak Rokh, Ali Azarpeyvand, Alireza Khanteymoori
Recent advancements in machine learning achieved by Deep Neural Networks (DNNs) have been significant. While demonstrating high accuracy, DNNs are associated with a huge number of…