IEEE

A Flexible Multitask Framework With Decoupled Training Paradigm for Radiographic Weld Images

Abstract: Weld sign detection (WSD), weld edge segmentation (WES), and weld defect detection (WDD) are three major tasks in artificial intelligence-empowered radiographic weld images. Most of the ...
BMJ Open

Scalability evaluation of a complex community-based falls prevention intervention in Australian stroke rehabilitation

Objectives To investigate the scalability of the multi-component Falls After Stroke Trial (FAST) intervention tailored to community-dwelling adults with stroke to enable post-trial implementation.
marktechpost

Building a Hybrid Rule-Based and Machine Learning Framework to Detect and Defend Against Jailbreak Prompts in LLM Systems

In this tutorial, we introduce a Jailbreak Defense that we built step-by-step to detect and safely handle policy-evasion prompts. We generate realistic attack and benign examples, craft rule-based ...
Journal of Medical Internet Research

Implementation of a Virtual Hospital in the Home Service for Patients With COVID-19 in Queensland, Australia: Mixed Methods Evaluation Using the RE-AIM Framework

Objective: Using the RE-AIM (reach, effectiveness, adoption, implementation, and maintenance) framework, this study evaluated the implementation of the virtual COVID-19 HITH service and identified ...
C&EN

Two-Stage Machine Learning Framework for Accurate Discrimination of Isomers and Very-Similar Molecules on Surfaces

State Key Laboratory of Bioinspired Interfacial Materials Science, Institute of Functional Nano and Soft Materials (FUNSOM), Soochow University, Suzhou 215123, China ...
IEEE

Kernel-Based Actor–Critic Learning Framework for Autonomous Brain Control on Trajectory

Abstract: Reinforcement learning (RL)-based brain–machine interfaces (BMIs) hold promise for restoring motor functions in paralyzed individuals. These interfaces ...
C&EN

Smart and Low-Cost Flexible Strain Sensor Based on Graphene-MWCNT Porous Elastic Sponge for Home Control and Object Grasping Recognition Using Machine Learning

School of Physics and Optoelectric Engineering, Guangdong University of Technology, Guangzhou Higher Education Mega Center, Guangzhou 510006, P. R. China Guangdong Provincial Key Laboratory of Sensing ...
GitHub

Revolutionizing Reinforcement Learning Framework for Diffusion Large Language Models

We propose TraceRL, a trajectory-aware reinforcement learning method for diffusion language models, which demonstrates the best performance among RL approaches for DLMs. We also introduce a ...