Searchself-attentionreturned 29 results

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1

Few-shot classification model incorporating multi-granular attention features

融合多粒度注意力特征的小样本分类模型

Han Yanqi

Gou Guanglei

Li Xiaofei

Zhu Donghua

fsl

multi-granular feature Fusion

self-attention mechanism

label propagation

Accepted Paper No. 7, 2024 : doi:10.19734/j.issn.1001-3695.2023.09.0513

2

Generative adversarial network recommendation based on reverse extension enhancement

基于反向延长增强的对抗生成网络推荐算法

Zhang Wenlong

Sun Fuzhen

Wu Xiangshuai

Li Pengcheng

Wang Shaoqing

recommendation system

reverse extension enhancement

generative adversarial networks

sequential recommendation

self-attention networks

Accepted Paper No. 7, 2024 : doi:10.19734/j.issn.1001-3695.2023.11.0548

3

Instance image coloring combined with fine-grained self attention

结合细粒度自注意力的实例图像着色

Liu Hang

Pu Yuanyuan

Wang Chengchao

Zhao Zhengpeng

Zhu Pengjie

Xu Dan

image coloring

fine-grain self-attention

color stain

color dimming

color deviation

No. 5, 2024 : 1569-1577 doi:10.19734/j.issn.1001-3695.2023.08.0393

4

ECG-based emotion recognition based on contrastive learning

基于对比学习的心电信号情绪识别方法

Long Jinyi

Fang Jinglong

Liu Siwei

Wu Hanrui

Zhang Jia

electrocardiogram signal

emotion recognition

contrastive learning

self-supervised learning

deep learning

physiological signals

data augmentation

self-attention mechanism

No. 4, 2024 : 1123-1130 doi:10.19734/j.issn.1001-3695.2023.07.0354

5

Reconstruction of plane-wave medical image based on feature scale

基于特征尺度的平面波医学影像重建

Yang Cuiyun

Hou Junyi

Cao Yiliang

Zhu Xijun

Wen Weijun

plane-wave image

multiscale

fusion-sampling mechanism

cross-cross self-attention

No. 12, 2023 : 3841-3847 doi:10.19734/j.issn.1001-3695.2023.06.0227

6

Feature mining and region enhancement for weakly supervised temporal action localization

特征挖掘与区域增强的弱监督时序动作定位

Wang Jing

Wang Chuanxu

temporal action localization

inverse transform

dynamic sampling

pseudo-label mutual supervision

multi-head self-attention

No. 8, 2023 : 2555-2560 doi:10.19734/j.issn.1001-3695.2022.12.0642

7

Research on facial landmarks detection network based on Transformer

基于Transformer人像关键点检测网络的研究

Chen Kai

Lin Shanling

Lin Jianpu

Lin Zhixian

Miao Zhihui

Guo Tailiang

computer vision

deep learning

facial landmarks detection

self-attention

Transformer

No. 6, 2023 : 1870-1875,1881 doi:10.19734/j.issn.1001-3695.2022.10.0501

8

Expert recommendation algorithm for Q&A community based on multi-head self-attention

融合多头自注意力的问答社区专家推荐算法

Chen Yingting

Lin Geng

Chen Meng

Chen Shuangmei

Lin Xiaying

Long Sujuan

deep learning

convolutional neural network

multi-head self-attention mechanism

expert recommendation

community question answering

No. 5, 2023 : 1452-1458 doi:10.19734/j.issn.1001-3695.2022.09.0467

9

Item associations aware multi-interest sequential recommendation method

关联项目增强的多兴趣序列推荐方法

Zhang Jie

Chen Kejia

recommendation system

multi-interest framework

item associations

self-attention mechanism

No. 2, 2023 : 456-462 doi:10.19734/j.issn.1001-3695.2022.06.0333

10

Word DGA domain name detection method based on ON-LSTM and self-attention mechanism

基于ON-LSTM与自注意力机制的单词DGA域名检测方法

Liu Liting

Ou Yuyi

Ling Jie

word DGA domain name detection

feature extraction

deep learning

ordered neurons long short-term memory neural network

self-attention mechanism

No. 12, 2022 : 3781-3785 doi:10.19734/j.issn.1001-3695.2022.03.0204

11

Contactless heart rate estimation model with multi-head self-attention mechanism

融合多头自注意力机制的无接触心率估计模型

Zhang Xin

Yang Changqiang

Yin Ruonan

Wang Mengru

contactless heart rate estimation

U-Net

multi-head self-attention

feature fusion

multi-task learning

No. 11, 2022 : 3390-3395 doi:10.19734/j.issn.1001-3695.2022.04.0175

12

MultiFormer: image classification network based on Transformer

基于Transformer的图像分类网络MultiFormer

Hu Jie

Chang Minjie

Xiong Zongquan

Xu Boyuan

Xie Lihao

Guo Di

machine vision

deep learning

image classification

self-attention

Transformer

No. 10, 2022 : 3191-3195 doi:10.19734/j.issn.1001-3695.2022.03.0133

13

ARGP-Pose:3D human pose estimate based on analysis of relationship between joint points and group prediction

ARGP-Pose:基于关键点间关系分析与分组预测的3D人体姿态估计

Huang Chengyuan

Song Xiaoning

Feng Zhenhua

convolutional neural network

group convolution

3D human pose estimation

relationship between joint points

self-attention

No. 7, 2022 : 2178-2182,2202 doi:10.19734/j.issn.1001-3695.2021.11.0618

14

Research on stereo matching algorithm based on loss of self-attention mechanism

基于损失自注意力机制的立体匹配算法研究

Guo Qianyu

Wu Yi

Liu Huabin

Zhao Pu

machine vision

stereo matching

attention mechanism

binocular vision

feature matching cost calculation

No. 7, 2022 : 2236-2240 doi:10.19734/j.issn.1001-3695.2021.11.0603

15

Rating prediction algorithm based on self-attention mechanism and fusion of local & global features

基于自注意力机制的局部与全局特征融合的评分预测算法

Yi Lei

Ji Shujuan

heterogeneous information network

network representation learning

self-attention mechanism

rating prediction

No. 5, 2022 : 1337-1342 doi:10.19734/j.issn.1001-3695.2021.10.0446

16

Research on image captioning method based on sparse self-attention mechanism of integrated geometric relationship

基于综合几何关系稀疏自注意力机制的图像标注方法研究

Li Yan

Jin Xiaofeng

image captioning

Transformer

self-attention mechanism

sparse method

No. 4, 2022 : 1132-1136 doi:10.19734/j.issn.1001-3695.2021.07.0339

17

Multi-layer feature fusion and parallel self-attention Siamese networks for visual tracking

多层特征融合和并行自注意力的孪生网络目标跟踪算法

Shu Ping

Xu Keying

Bao Hua

object tracking

multi-layer feature fusion

spatial self-attention

channel self-attention

regional proposal network

Siamese network

No. 4, 2022 : 1237-1241,1246 doi:10.19734/j.issn.1001-3695.2021.07.0330

18

Deep knowledge tracking optimization model based on self-attention mechanism and bidirectional GRU neural network

基于自注意力机制和双向GRU神经网络的深度知识追踪优化模型

Li Haojun

Fang Xuan

Dai Hairong

knowledge tracking

deep learning

bidirectional GRU neural network

self-attention mechanism

No. 3, 2022 : 732-738 doi:10.19734/j.issn.1001-3695.2021.08.0345

19

Task-aware mechanism for pedestrian attribute recognition

基于任务感知机制的行人属性识别

Chu Zhiqiang

Li Minxian

pedestrian attribute recognition

spatial self-attention

attention mechanism

semantic dependency

No. 3, 2022 : 879-883 doi:10.19734/j.issn.1001-3695.2021.07.0285

20

Wasserstein learning method for self-attention temporal point process generation model

自注意力时序点过程生成模型的Wasserstein学习方法

Lu Jiaming

Li Chenlong

Wei Yiqiang

event sequence

temporal point process

Wasserstein distance

multi-head self-attention

No. 2, 2022 : 456-460 doi:10.19734/j.issn.1001-3695.2021.08.0298

21

Visual question answering model of vision and scene text based on multi-modal reasoning graph neural network

基于多模态推理图神经网络的场景文本视觉问答模型

Zhang Haitao

Guo Xinyu

visual question answering

graph neural network

multi-modal reasoning

question self-attention

No. 1, 2022 : 280-284,302 doi:10.19734/j.issn.1001-3695.2021.06.0197

22

SA-CapsNet: self-attention capsule network

SA-CapsNet:自注意力胶囊网络

Liu Linsong

Tong Minglei

Wu Dongliang

capsule network

image classification

self-attention

feature extraction

deep learning

No. 10, 2021 : 3005-3008,3039 doi:10.19734/j.issn.1001-3695.2021.03.0092

23

Chinese text sentiment analysis based on ELMo and Bi-SAN

基于ELMo和Bi-SAN的中文文本情感分析

Li Zheng

Chen Li

Zhang Shuang

sentiment analysis

word embedding

ELMo

self-attention

No. 8, 2021 : 2303-2307 doi:10.19734/j.issn.1001-3695.2020.12.0543

24

Sequential recommendation model that combines self-attention mechanism with long-term and short-term preferences

融合自注意力机制与长短期偏好的序列推荐模型

Shen Xueli

Du Zhiwei

sequential recommendation

latent space

self-attention mechanism

pairwise encoding

convolutional neural networks

No. 5, 2021 : 1371-1375,1380 doi:10.19734/j.issn.1001-3695.2020.05.0121

25

Image steganalysis based on self-attention

基于自注意力机制的图像隐写分析方法

Huang Siyuan

Zhang Minqing

Ke Yan

Bi Xinliang

adaptive steganalysis of images

self-attention

local optimum

reinforcement learning

No. 4, 2021 : 1190-1194 doi:10.19734/j.issn.1001-3695.2020.05.0135

26

Painterly image composition based on generative adversarial net

基于生成式对抗网络的画作图像合成方法

Zhao Yuxin

Wang Guan

image style transfer

GAN

image compositing

self-attention

No. 4, 2021 : 1208-1211 doi:10.19734/j.issn.1001-3695.2020.03.0082

27

Algorithm of visual question answering based on spatial attention reasoning mechanism

基于空间注意力推理机制的视觉问答算法研究

Li Zhitao

Zhou Zhiping

Ye Qin

visual question answering(VQA)

attention mechanism

multimodal learning

self-attention

spatial reasoning attention

No. 3, 2021 : 952-955 doi:10.19734/j.issn.1001-3695.2019.12.0663

28

Group recommendation method based on self-attention mechanism

一种基于自注意力机制的组推荐方法

Liu Haohan

Ren Hongrun

He Huaiqing

group recommendation

self-attention mechanism

collaborative filtering

deep learning

fusion strategy

No. 12, 2020 : 3572-3577 doi:10.19734/j.issn.1001-3695.2019.08.0519

29

Aspect-level sentiment classification based on self-attention mechanism

基于自注意力机制的方面情感分类

Wang Fulin

Liu Dan

Chang Xi

aspect words

sentiment classification

self-attention mechanism

semantic coding

No. 11, 2020 : 3227-3231,3245 doi:10.19734/j.issn.1001-3695.2019.07.0259