InfoWorld

How to choose the best LLM using R and vitals

Use the vitals package with ellmer to evaluate and compare the accuracy of LLMs, including writing evals to test local models ...
IEEE

Optimized Epoch Selection Ensemble: Integrating Custom CNN and Fine-Tuned MobileNetV2 for Malimg Dataset Classification

Abstract: In this paper, we introduce the Optimized Epoch Selection Ensemble, a new model designed to address key challenges in the application of deep learning within network security, specifically ...
GitHub

FMCW-Radar-Cardiac-Monitoring-SSM

This repository provides the official implementation of the cardiopulmonary signal reconstruction framework proposed in the following manuscript: X. Kong et al., IEEE Transactions on Instrumentation ...
IEEE

Optimized Tile Quality Selection in Multi-User 360° Video Streaming

Abstract: 360° videos and virtual reality (VR) are among the defining applications for a new era of immersive multimedia technologies. However, streaming high-quality 360° videos constitutes a ...
GitHub

Adaptive Model Selection for Expanded Post Hoc Debiasing (AMSEL)

AMSEL (green) adapts to the test distribution's bias level (x-axis), outperforming fixed methods like ERM (blue) and DFR (orange) which excel only at the extremes. Should a model be forced to ignore a ...