XDA Developers on MSN

I cancelled ChatGPT, Gemini, and Perplexity to run one local model, and I don't miss them

One local model is enough in most cases ...
IEEE

A Robust Privacy-Preserving Federated Learning Model Against Model Poisoning Attacks

Abstract: Although federated learning offers a level of privacy by aggregating user data without direct access, it remains inherently vulnerable to various attacks, including poisoning attacks where ...
IEEE

Channel Modeling for Diffusive Molecular Communication—A Tutorial Review

Abstract: Molecular communication (MC) is a new communication engineering paradigm where molecules are employed as information carriers. MC systems are expected to enable new revolutionary ...
GitHub

U-Net: Semantic segmentation with PyTorch

Customized implementation of the U-Net in PyTorch for Kaggle's Carvana Image Masking Challenge from high definition images. This model was trained from scratch with 5k images and scored a Dice ...
GitHub

Subsurface Sinks model of contaminant transport in a vegetated treatment system.

The following Conda environment contains all required Python packages for running the model. This code has been tested on Windows 10 and 11, some packages may need to ...
Journal of Medical Internet Research

How to Design, Create, and Evaluate an Instruction-Tuning Dataset for Large Language Model Training in Health Care: Tutorial From a Clinical Perspective

Moreover, we discuss strategies for metadata selection and human evaluation to ensure the quality and effectiveness of ITDs. By integrating these elements, this tutorial provides a structured ...