Skip Content
You are currently on the new version of our website. Access the old version .

3 Results Found

  • Article
  • Open Access
2 Citations
1,623 Views
21 Pages

Attention-Guided Differentiable Channel Pruning for Efficient Deep Networks

  • Anouar Chahbouni,
  • Khaoula El Manaa,
  • Yassine Abouch,
  • Imane El Manaa,
  • Badre Bossoufi,
  • Mohammed El Ghzaoui and
  • Rachid El Alami

Deploying deep learning (DL) models in real-world environments remains a major challenge, particularly under resource-constrained conditions where achieving both high accuracy and compact architectures is essential. While effective, Conventional prun...

  • Article
  • Open Access
681 Views
17 Pages

A Deep Autoencoder Compression-Based Genomic Prediction Method for Whole-Genome Sequencing Data

  • Hailiang Song,
  • Tian Dong,
  • Wei Wang,
  • Xiaoyu Yan,
  • Chenfan Geng,
  • Song Bai and
  • Hongxia Hu

19 November 2025

Genomic prediction using whole-genome sequencing (WGS) data is challenged by the imbalance between a limited sample size (n) and an extensive number of single-nucleotide polymorphisms (SNPs) (p), where n p. The high dimensionality of WGS...

  • Article
  • Open Access
806 Views
15 Pages

29 August 2025

Adipose-derived mesenchymal stem cells (ASCs) have great potential in regenerative medicine due to their abundance and innate multi-lineage differentiation potential. However, the therapeutic efficacy of ASCs is often compromised by poor microenviron...