zhai-EE's repositories
awesome-model-quantization
A list of papers, docs, codes about model quantization. This repo is aimed to provide the info for model quantization research, we are continuously improving the project. Welcome to PR the works (papers, repositories) that are missed by the repo.
awesome-radar-perception
A curated list of radar datasets, detection, tracking and fusion
conv_arithmetic
A technical report on convolution arithmetic in the context of deep learning
deep-learning-dynamics-paper-list
This is a list of peer-reviewed representative papers on deep learning dynamics (optimization dynamics of neural networks). The success of deep learning attributes to both network architecture and stochastic optimization. Thus, deep learning dynamics play an essentially important role in theoretical foundation of deep learning.
SLv1
8层CNN的实现和应用了deeply supervised learning的resnet50
traffic-visualization
基于阿里交通数据竞赛的可视化实践