Suchergebnisse - Relative position encoding algorithm

Load forecasting of district heating system based on Informer von Gong, Mingju, Zhao, Yin, Sun, Jiawang, Han, Cuitian, Sun, Guannan, Yan, Bo

“… Network and Long Short-Term Memory network are established for comparison. The historical heating load, outdoor temperature, relative humidity, wind speed and air …”
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Enhancing poorly differentiated lung cancer classification with rotary position embedding and sparse attention in multiple instance learning von Chu, Hongbo, Chang, Zhengsong, Shao, Zihan, Deng, Pengyun, Wang, Yan, Guo, Xiaojing, Wang, Yang, Yang, Jiao, Guan, Tian, Li, Xiaomei

“… ) algorithm, RoSA-MIL. This algorithm is based on a novel MIL framework that integrates relative position encoding and sparse attention mechanisms …”
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Brain tumor classification in VIT-B/16 based on relative position encoding and residual MLP von Hong, Shuang, Wu, Jin, Zhu, Lei, Chen, Weijie

“… Transformer’s self-attention structure in capturing input token sequences, a novel relative position encoding method …”
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HPNet: High precision point cloud registration using feature pyramid and hybrid position encoding von Wei, Jiangxia, Cheng, Lan, Hu, Zhimin, Ren, Mifeng, Xu, Xinying, Yan, Gaowei

“… Then, an information interaction is performed on the features to learn global contextual information by using Transformer with a hybrid position encoding, which takes into account both absolute …”
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Terrain-Relative Navigation With Neuro-Inspired Elevation Encoding von Michaelson, Kristen A., Wang, Felix, Zanetti, Renato

“… Terrain-relative navigation (TRN) encompasses a wide variety of algorithms that perform localization with respect to the terrain below a flying vehicle …”
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Real Relative Encoding Genetic Algorithm for Workflow Scheduling in Heterogeneous Distributed Computing Systems von Jiang, Junqiang, Sun, Zhifang, Lu, Ruiqi, Pan, Li, Peng, Zebo

“… This paper introduces a novel Real Relative encoding Genetic Algorithm (R<inline-formula><tex-math notation="LaTeX">^{2}</tex-math> <mml:math><mml:msup><mml:mrow/><mml:mn>2</mml:mn></mml:msup></mml:math><inline-graphic …”
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Research on Improved Attentional Video Instance Segmentation Algorithm von Zhang, Wen, Mei, Konghao, Sun, Zhexuan, Chen, Guangkun, Lv, Shengrong

“… To address these issues, the Deformable Relative Inter-frame Communication Transformers (DR_IFC) approach, which is based on the efficient video instance segmentation algorithm Inter-frame Communication Transformers …”
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Terrain-Relative Navigation with Neuro-Inspired Elevation Encoding von Michaelson, Kristen, Wang, Felix, Zanetti, Renato

“… In this article, we generate position measurements using NeuroGrid, a recently-proposed algorithm for computing position information from terrain elevation measurements …”
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Person Re-identification Method Based on Improved Transformer Encoder and Feature Fusion von Zhao, Qian, Xue, Chaochen, Zhao, Yan

“… This algorithm uses relative position encoding to solve the problem that Transformer will lose the relative position information of person image blocks during attention operation so that the network …”
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Position Encoding Based Cross-Component Chroma Prediction for VVC von Huang, Fei

“… To address this, we propose a position encoding-based cross-component chroma prediction algorithm …”
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Automated classification of emphysema using data augmentation and effective pixel location estimation with multi-scale residual network von Manikandan, T., Maheswari, S.

“… ) scans with a set of defined patterns as a classification problem in computer vision. There were as many algorithms developed in the past that attempt to classify …”
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Chipless Image-Based System for Spatial-Frequency Data Encoding von Amorim, Raymundo, Siragusa, Romain, Barbot, Nicolas, Perret, Etienne

“… The proposed method allows for the estimation of resonant frequencies associated with each scatterer and the determination of relative resonator positions …”
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Casting defect detection based on improved DETR von Hao, Xingyu, Yu, Bo, He, Yuzhuang

“… ; secondly, the attention mechanism in the Transformer module is improved by using relative position encoding …”
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Constructing Diverse Inlier Consistency for Partial Point Cloud Registration von Zhang, Yu-Xin, Gui, Jie, Kwok, James Tin-Yau

“… While learning-based partial point cloud registration methods have achieved remarkable progress, they often fail to take full advantage of the relative positional relationships both within (intra-) and between (inter-) point clouds …”
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A Flexible Fault Diagnosis Scheme for Lithium-Ion Batteries Based on Hyperdimensional Feature Encoding and Random Forest Algorithm von Zeng, Fanli, Jiang, Dehan, Cao, Xuebin, Wang, Can, Ci, Song, Bai, Xuheng

“… To address these limitations, a flexible battery fault diagnosis method based on hyperdimensional feature encoding and the random forest (RF …”
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Weakly supervised learning in neural encoding for the position of the moving finger of a macaque von Feng, Jingyi, Wu, Haifeng, Zeng, Yu, Wang, Yuhong

“… In this study, the position of the moving finger of a macaque was directly decoded through the neuron spike signals in the motor cortex, instead of relying on the synergy of the related muscle …”
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Linear Programming Based Genetic Algorithm for the Unequal Area Facility Layout Problem von Kulturel-Konak, Sadan, Konak, Abdullah

“… This encoding scheme represents relative department positions in the facility based on the centroids and orientations of departments …”
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Hierarchy-Aware Neural Subgraph Matching With Enhanced Similarity Measure von Liu, Zhouyang, Liu, Ning, Chen, Yixin, He, Jiezhong, Jia, Menghan, Li, Dongsheng

“… However, they suffer from scale differences between graph pairs during encoding, as they focus on feature counts but overlook the relative positions of features within node-rooted subtrees, leading …”
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A Novel Supercapacitor Degradation Prediction Using a 1D Convolutional Neural Network and Improved Informer Model von Zhang, Hao, Yi, Zhenxiao, Kang, Le, Zhang, Yi, Wang, Kai

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Neighboring Predictive Gradient Spatio-Temporal Sequencing Algorithm: An Object Sequencing Algorithm for Logical Ordering of Sparse Object Detections von Yeap, Herrick Han Lin, Eu, Kok Seng, Tan, Tee Hean, Yap, Kian Meng

“… NPGSTSA leverages the relative y-intercepts of detected objects and their neighboring relations as proxies for sequence position inference …”
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