arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

168,742 papers · 148 categories

Trend · papers per month

count % of corpus

1 result for “Eigen-Filter”

Building Efficient CNNs Using Depthwise Convolutional Eigen-Filters (DeCEF)cs.LG

Paper proposes DeCEF layers to reduce CNN complexity.

problem Reduces complexity of CNNs without pre-trained models.

method Develops Depthwise Convolutional Eigen-Filter (DeCEF) layers.

result Achieves similar or higher accuracy with 2/3 parameters and 2/3 FLOPs.

CNNs Depthwise Convolution Eigen-Filter Compression Deep Learning

2019-10-21abs ↗pdf ↗