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BiFormer: Vision Transformer with Bi-Level Routing Attention [PDF]
Computer Vision and Pattern Recognition, 2023 As the core building block of vision transformers, attention is a powerful tool to capture long-range dependency. However, such power comes at a cost: it incurs a huge computation burden and heavy memory footprint as pairwise token interaction across all
Lei Zhu +4 more
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The role of gut archaea in the pig gut microbiome: a mini-review
Frontiers in Microbiology, 2023 The gastrointestinal microbiota of swine harbors an essential but often overlooked component: the gut archaea. These enigmatic microorganisms play pivotal roles in swine growth, health, and yield quality.
Jianbo Yang +12 more
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IEEE Access, 2023 The outright aim of Beyond Fifth Generation (B5G) communication is to bring a revolution in Quality of Service (QoS) through enhanced Mobile Broadband (eMBB), Ultra-Reliable Low Latency Communication (URLLC), and massive Machine Type Communication (mMTC).
Syed Hussain Ali Kazmi +3 more
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Reinforcement Learning With Non-Cumulative Objective
IEEE Transactions on Machine Learning in Communications and Networking, 2023 In reinforcement learning, the objective is almost always defined as a cumulative function over the rewards along the process. However, there are many optimal control and reinforcement learning problems in various application fields, especially in ...
Wei Cui, Wei Yu
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Journal of Transportation and Logistics, 2023 It is vital that post-disaster interventions are fast and effective. At this point, the integration of unmanned aerial vehicles in post-disaster logistics, mapping operations, assessment, search and rescue operations has the potential for process ...
Zeynep Yüksel +2 more
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Biomedical Photonics, 2021 This article analyzes domestic and foreign sources, regulatory documents of the Russian Federation, in order to determine the etiological factors of oral cancer, assess the statistical data on morbidity and mortality from malignant neoplasms of the ...
M. V. Lebedev +2 more
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Efficient Content-Based Sparse Attention with Routing Transformers [PDF]
Transactions of the Association for Computational Linguistics, 2020 Self-attention has recently been adopted for a wide range of sequence modeling problems. Despite its effectiveness, self-attention suffers from quadratic computation and memory requirements with respect to sequence length. Successful approaches to reduce
Aurko Roy +3 more
semanticscholar +1 more source
A Backtracking Ensemble Pruning Based Reconfiguration Method for Time-Triggered Flows in TTEthernet
IEEE Access, 2021 In time-triggered ethernet (TTEthernet), when an end system node (ES) permanently fails, the affected TT flows should be reconfigured (known as reconfigured TT flows) with ESs, routings and an updated scheduling table while maintaining the scheduling ...
Ji Li, Qiao Li, Huagang Xiong
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Utilising Acknowledge for the Trust in Wireless Sensor Networks
Applied Sciences, 2022 Wireless Sensor Networks (WSNs) are emerging networks that are being utilized in a variety of applications, such as remote sensing images, military, healthcare, and traffic monitoring.
Hosam Alrahhal +4 more
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Can digital village construction promote sustainable agricultural development in China?
PLoS ONEAgriculture is a major contributor to global greenhouse gas emissions. Consequently, studying the sustainable development of agricultural activities is crucial for achieving the United Nations' Sustainable Development Goals.
Yuanchun Yu, Routing Zhang
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