Výsledky vyhľadávania - Relative position encoding algorithm

Load forecasting of district heating system based on Informer Autor 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…”
Získať plný text

Enhancing poorly differentiated lung cancer classification with rotary position embedding and sparse attention in multiple instance learning Autor 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…”
Získať plný text

Brain tumor classification in VIT-B/16 based on relative position encoding and residual MLP Autor Hong, Shuang, Wu, Jin, Zhu, Lei, Chen, Weijie

“… Transformer’s self-attention structure in capturing input token sequences, a novel relative position encoding method…”
Získať plný text

HPNet: High precision point cloud registration using feature pyramid and hybrid position encoding Autor 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…”
Získať plný text

Terrain-Relative Navigation With Neuro-Inspired Elevation Encoding Autor 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…”
Získať plný text

Real Relative Encoding Genetic Algorithm for Workflow Scheduling in Heterogeneous Distributed Computing Systems Autor 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…”
Získať plný text

Research on Improved Attentional Video Instance Segmentation Algorithm Autor 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…”
Získať plný text

Terrain-Relative Navigation with Neuro-Inspired Elevation Encoding Autor 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…”
Získať plný text

Person Re-identification Method Based on Improved Transformer Encoder and Feature Fusion Autor 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…”
Získať plný text

Position Encoding Based Cross-Component Chroma Prediction for VVC Autor Huang, Fei

“… To address this, we propose a position encoding-based cross-component chroma prediction algorithm…”
Získať plný text

Automated classification of emphysema using data augmentation and effective pixel location estimation with multi-scale residual network Autor 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…”
Získať plný text

Chipless Image-Based System for Spatial-Frequency Data Encoding Autor 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…”
Získať plný text

Casting defect detection based on improved DETR Autor Hao, Xingyu, Yu, Bo, He, Yuzhuang

“…; secondly, the attention mechanism in the Transformer module is improved by using relative position encoding…”
Získať plný text

Constructing Diverse Inlier Consistency for Partial Point Cloud Registration Autor 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…”
Získať plný text

A Flexible Fault Diagnosis Scheme for Lithium-Ion Batteries Based on Hyperdimensional Feature Encoding and Random Forest Algorithm Autor 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…”
Získať plný text

Weakly supervised learning in neural encoding for the position of the moving finger of a macaque Autor 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…”
Získať plný text

Linear Programming Based Genetic Algorithm for the Unequal Area Facility Layout Problem Autor Kulturel-Konak, Sadan, Konak, Abdullah

“… This encoding scheme represents relative department positions in the facility based on the centroids and orientations of departments…”
Získať plný text

Hierarchy-Aware Neural Subgraph Matching With Enhanced Similarity Measure Autor 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…”
Získať plný text

A Novel Supercapacitor Degradation Prediction Using a 1D Convolutional Neural Network and Improved Informer Model Autor Zhang, Hao, Yi, Zhenxiao, Kang, Le, Zhang, Yi, Wang, Kai

Získať plný text

Neighboring Predictive Gradient Spatio-Temporal Sequencing Algorithm: An Object Sequencing Algorithm for Logical Ordering of Sparse Object Detections Autor 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…”
Získať plný text