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Research & Development
Unlocking Heart Failure Detection: A New Chinese Speech Database and Personalized Classification Approach
TLDR: Researchers developed the first large-scale Chinese speech database for heart failure (HF) detection, featuring paired recordings before and after hospitalization. They introduced a...
Research & Development
Bridging Disciplines: Evaluating an Interdisciplinary AI Curriculum for Engineering
TLDR: This study evaluates a new interdisciplinary undergraduate curriculum for AI in engineering, developed collaboratively across five universities. Using curriculum mapping and expert interviews,...
Research & Development
EthicAR: A New Framework for Ethical Decision-Making in Autonomous Vehicles
TLDR: EthicAR is a new hierarchical Safe Reinforcement Learning framework that integrates ethical reasoning into autonomous driving. It uses an ethical risk cost combining...
Research & Development
Automated Design Boosts Quantum Sequence Learning Performance
TLDR: A new framework, DiffQAS-QLSTM, automates the design and optimization of quantum circuits within Quantum Long Short-Term Memory (QLSTM) models. This end-to-end differentiable approach...
Research & Development
Unpacking Model Extraction: A Deep Dive into AI Theft and Protection Strategies
TLDR: This research paper provides a comprehensive survey of Model Extraction Attacks (MEAs) and their defenses in Machine-Learning-as-a-Service (MLaaS) platforms. It categorizes attacks by...
Research & Development
Autonomous Drones Track Individual Wildlife with Decentralized Vision
TLDR: Researchers have developed a decentralized, vision-based multi-quadrotor system for autonomous wildlife monitoring. This system uses a swarm of drones equipped with single RGB...