Mohammed First University is recruiting a PhD candidate to work on lightweight Vision-Language-Action models for resource-constrained mobile robotics in...

mlscientist.com/phd-mobile-r...

#mobilerobotics #VisionLanguageActionmodels #resourceconstrained

ClamAV memory and CPU tuning for resource-constrained VPS

This configuration optimizes ClamAV for a small VPS with limited RAM and CPU, such as a 1GB RAM instance. The clamd daemon is tuned to

https://www.valtersit.com/vault/clamav-memory-and-cpu-tuning-for-resourceconstrained-vps-a2c7cd/

computational efficiency for real-time deployment on resourceconstrained robots. Additionally, we introduce SenseMapDataset, a curated dataset constructed from KTH and HouseExpo environments, which facilitates training and evaluation of neural models [4/7 of https://arxiv.org/abs/2504.04061v1]

critical roadmap for developing accessible ML-based RHD screening tools to help bridge the diagnostic gap in resourceconstrained settings where conventional auscultation misses up to 90% of cases and echocardiography remains inaccessible. [8/8 of https://arxiv.org/abs/2505.18182v1]