Vision transformer-based recognition of diabetic retinopathy grade.
Sign Up to like & getrecommendations! Published in 2021 at "Medical physics"
DOI: 10.1002/mp.15312
Abstract: BACKGROUND In the domain of natural language processing, Transformers are recognized as state-of-the-art models, which opposing to typical convolutional neural networks (CNNs), do not rely on convolution layers. Instead, Transformers employ multi-head attention mechanisms as… read more here.
Keywords: recognition; retinopathy grade; diabetic retinopathy; transformer based ... See more keywords
A transformer-based multi-task framework for joint detection of aggression and hate on social media data
Sign Up to like & getrecommendations! Published in 2023 at "Natural Language Engineering"
DOI: 10.1017/s1351324923000104
Abstract: Moderators often face a double challenge regarding reducing offensive and harmful content in social media. Despite the need to prevent the free circulation of such content, strict censorship on social media cannot be implemented due… read more here.
Keywords: social media; aggression hate; task; transformer based ... See more keywords
A Generalized Transformer-Based Pulse Detection Algorithm
Sign Up to like & getrecommendations! Published in 2022 at "ACS Sensors"
DOI: 10.1021/acssensors.2c01218
Abstract: Pulse-like signals are ubiquitous in the field of single molecule analysis, e.g., electrical or optical pulses caused by analyte translocations in nanopores. The primary challenge in processing pulse-like signals is to capture the pulses in… read more here.
Keywords: based pulse; pulse detection; generalized transformer; detection ... See more keywords
Flexible transformer‐based multilevel inverter topologies
Sign Up to like & getrecommendations! Published in 2019 at "IET Power Electronics"
DOI: 10.1049/iet-pel.2018.5686
Abstract: Cascaded multilevel inverters (MLIs) have been proposed that utilise transformers in the basic unit. The proposed inverters primarily serve to step up the input voltages in addition to using lower number of components in comparison… read more here.
Keywords: voltage; multilevel inverter; transformer based; cost ... See more keywords
Fabrication and operational characteristics of step-down piezoelectric transformer based on PMN-PT ceramics
Sign Up to like & getrecommendations! Published in 2018 at "Ferroelectrics"
DOI: 10.1080/00150193.2018.1474631
Abstract: Abstract A ring-type step-down piezoelectric transformer based on 0.65Pb(Mg1/2Nb2/3)O3-0.35PbTiO3 ceramic was manufactured to study its main operational characteristics through experimental measurements and numerical simulations based on the corresponding electrical equivalent circuit. The measured resonance frequency… read more here.
Keywords: operational characteristics; piezoelectric transformer; transformer; step piezoelectric ... See more keywords
A transformer-based Siamese network and an open optical dataset for semantic change detection of remote sensing images
Sign Up to like & getrecommendations! Published in 2022 at "International Journal of Digital Earth"
DOI: 10.1080/17538947.2022.2111470
Abstract: ABSTRACT Recent change detection (CD) methods focus on the extraction of deep change semantic features. However, existing methods overlook the fine-grained features and have the poor ability to capture long-range space–time information, which leads to… read more here.
Keywords: change detection; change; semantic change; transformer based ... See more keywords
2D medical image synthesis using transformer-based denoising diffusion probabilistic model
Sign Up to like & getrecommendations! Published in 2023 at "Physics in Medicine and Biology"
DOI: 10.1088/1361-6560/acca5c
Abstract: Objective. Artificial intelligence (AI) methods have gained popularity in medical imaging research. The size and scope of the training image datasets needed for successful AI model deployment does not always have the desired scale. In… read more here.
Keywords: medical image; transformer based; model; image synthesis ... See more keywords
Transformer-based anti-noise models for CRISPR-Cas9 off-target activities prediction.
Sign Up to like & getrecommendations! Published in 2023 at "Briefings in bioinformatics"
DOI: 10.1093/bib/bbad127
Abstract: The off-target effect occurring in the CRISPR-Cas9 system has been a challenging problem for the practical application of this gene editing technology. In recent years, various prediction models have been proposed to predict potential off-target… read more here.
Keywords: anti noise; crispr cas9; target activities; prediction ... See more keywords
Hybrid Three-Phase Transformer-Based Multilevel Inverter with Reduced Component Count
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3171849
Abstract: This paper proposes a novel three-phase transformer-based multilevel inverter (MLI) topology to maximize the output voltage levels for high-power high-voltage applications while reducing component counts as compared to its transformer-based counterparts. The proposed hybrid topology… read more here.
Keywords: topology; three phase; phase transformer; voltage ... See more keywords
TVENet: Transformer-based Visual Exploration Network for Mobile Robot in Unseen Environment
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3181989
Abstract: This paper presents a Transformer-based Visual Exploration Network (TVENet) that capably serves as a solution for active perception problems, especially the visual exploration problem: How could a robot that is equipped with a camera explore… read more here.
Keywords: environment; tvenet; transformer based; exploration ... See more keywords
RTIDS: A Robust Transformer-Based Approach for Intrusion Detection System
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3182333
Abstract: Due to the rapid growth in network traffic and increasing security threats, Intrusion Detection Systems (IDS) have become increasingly critical in the field of cyber security for providing secure communications against cyber adversaries. However, there… read more here.
Keywords: intrusion detection; network; robust transformer; transformer based ... See more keywords