Search Results for author: Fangxuan Sun

Found 2 papers, 0 papers with code

SGAD: Soft-Guided Adaptively-Dropped Neural Network

no code implementations4 Jul 2018 Zhisheng Wang, Fangxuan Sun, Jun Lin, Zhongfeng Wang, Bo Yuan

Based on the developed guideline and adaptive dropping mechanism, an innovative soft-guided adaptively-dropped (SGAD) neural network is proposed in this paper.

Model Compression

Intra-layer Nonuniform Quantization for Deep Convolutional Neural Network

no code implementations10 Jul 2016 Fangxuan Sun, Jun Lin, Zhongfeng Wang

In this paper, an equal distance nonuniform quantization (ENQ) scheme and a K-means clustering nonuniform quantization (KNQ) scheme are proposed to reduce the required memory storage when low complexity hardware or software implementations are considered.

Clustering General Classification +5

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