Abstract: In this letter, we propose a convolutional dictionary iterative model for pansharpening with a mixture of experts. First, we define an observation model to model the common and unique ...

Our MoIIE progressively improves while other architectures, especially Dense and Modality MoE, encounter performance limitations. Moreover, with larger training datasets, our MoIIE consistently ...

1 Jiangxi Provincial Transportation Investment Maintenance Technology Group Co., Ltd., Nanchang, Jiangxi, China 2 Powerchina Jiangxi Electric Power Engineering Co., Ltd., Nanchang, Jiangxi, China ...

Dense and chewy are the words that describe the recent Infor analyst event in Manhattan last week. It seemed as if every Infor executive was chomping at the bit to share with us their content-heavy ...

Artificial intelligence has been progressively transforming with domain-specific models that excel in handling tasks within specialized fields such as mathematics, healthcare, and coding. These models ...

Mixture of Experts (MoE) models are becoming critical in advancing AI, particularly in natural language processing. MoE architectures differ from traditional dense models by selectively activating ...

Abstract (click to expand) Image restoration has experienced significant advancements due to the development of deep learning. Nevertheless, it encounters challenges related to ill-posed problems, ...

Infor specializes in modern, cloud-based ERP systems tailored to specific industries. Enterprise resource planning systems are critical for managing an organization’s core data structures and ...