In these "Lightweight" (LS) models, the following components are typically highlighted in the full papers:
Available for request or viewing on ResearchGate . Ls Models (10) mp4
Integrated into the neck or head of the network to capture global context without the heavy computational cost of standard transformers. In these "Lightweight" (LS) models, the following components
This paper introduces a lightweight model designed for underwater vehicles, utilizing Region Scaling (RS) loss and self-attention mechanisms to improve small-object detection in complex environments. In these "Lightweight" (LS) models
Replaces standard loss functions to better handle small or multi-scale objects.
Reduces parameters and FLOPs while maintaining feature extraction quality.
Based on your search for "LS Models (10)", there are several recent publications that match this technical profile: