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20202025
most citedDo All MobileNets Quantize Poorly? Gaining Insights into the Effect of Quantization on Depthwise Separable Convolutional Networks Through the Eyes of Multi-scale Distributional Dynamics

5 citations · 8 across the 8 of their papers we have counts for

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cs.CV2025

Starting Positions Matter: A Study on Better Weight Initialization for Neural Network Quantization

Stone Yun, Alexander Wong

Deep neural network (DNN) quantization for fast, efficient inference has been an important tool in limiting the cost of machine learning (ML) model inference. Quantization-specific…