IEEE

Difference-Focusing Fusion Decision Method: An Ensemble Learning Framework and Its Application in Improving Deep Learning Sea–Land Segmentation for Waterline Extraction in ...

Abstract: Waterline extraction from synthetic aperture radar (SAR) images can be transformed into a sea-land segmentation task. However, two aspects of deep learning sea-land segmentation have been ...

New framework simplifies the complex landscape of agentic AI

A practical guide to the four strategies of agentic adaptation, from "plug-and-play" components to full model retraining.
GitHub

verl: Volcano Engine Reinforcement Learning for LLMs

verl is a flexible, efficient and production-ready RL training library for large language models (LLMs). verl is the open-source version of HybridFlow: A Flexible and Efficient RLHF Framework paper.
IEEE

Heterogeneous Federated Learning Framework for IIoT Based on Selective Knowledge Distillation

Abstract: The lack of complete labels and data heterogeneity are obstacles to the application of artificial intelligence-based methods in industrial scenarios, such as machinery fault diagnosis. To ...