Yongxia Sun

Genomics Data Lossless Compression with (S, K)-Mer Encoding and Deep Neural Networks

Learning-based compression shows competitive compression ratios for genomics data. It often includes three types of compressors: static, adaptive and semi-adaptive. However, these existing compressors suffer from inferior compression ratios or throughput, and adaptive compressors also faces model c…