† Department of Biomedical Engineering, Faculty of Engineering, National University of Singapore, 117510 Singapore ‡ NUS Tissue Engineering Programme, Life Sciences Institute, National University of ...

Abstract: Accelerator-based platforms are heterogeneous in nature, yet most applications avoid heterogeneity, and focus on acceleration alone. Platform-level heterogeneity can bring significant ...

Abstract: To address scalability in semantic communication (SC), we propose a novel heterogeneous Mixture-of-Experts (HMoE)-based SC (HMoE-SC) design, particularly for text-based systems. Our model ...

Can you chip in? As an independent nonprofit, the Internet Archive is fighting for universal access to quality information. We build and maintain all our own systems, but we don’t charge for access, ...

The world around us is teeming with substances, each possessing unique properties and compositions. Understanding these substances is fundamental to comprehending the very fabric of reality. Among the ...

STANLEY, N.D. — A pipeline leak in northwest North Dakota has spilled an estimated 20,000 barrels, or 840,000 gallons, of crude oil and produced water onto agricultural land, the Department of ...

Stroke remains a leading cause of mortality and disability worldwide, requiring timely therapeutic decisions. Existing content-based drug recommendation approaches often rely on static similarity ...

The film discusses the classification of matter into homogeneous and heterogeneous types, focusing on elements, compounds, and mixtures. It explains the properties of two elements, iron and sulfur, ...

The Mixture of Experts (MoE) models enhance performance and computational efficiency by selectively activating subsets of model parameters. While traditional MoE models utilize homogeneous experts ...

Mixture-of-Expert (MoE) models have obtained state-of-the-art performance in Neural Machine Translation (NMT) tasks. Existing works in MoE mostly consider a homogeneous design where the same number of ...

A key question in behavioral ecology is whether individual differences in behavior are adaptive rather than merely representing “noise around an adaptive mean.” We show strong evidence for spatial and ...