Keyword : attention mechanism

Recursive Multi-Scale Channel-Spatial Attention for Fine-Grained Image Classification
Dichao LIU Yu WANG Kenji MASE Jien KATO 
Publication:   
Publication Date: 2022/03/01
Vol. E105-D  No. 3 ; pp. 713-726
Type of Manuscript:  PAPER
Category: Image Recognition, Computer Vision
Keyword: 
attention module, gated convolution, attention mechanism, image classification, fine-grained image recognition, 
 Summary | Full Text:PDF(1.5MB)
Gender Recognition Using a Gaze-Guided Self-Attention Mechanism Robust Against Background Bias in Training Samples
Masashi NISHIYAMA Michiko INOUE Yoshio IWAI 
Publication:   
Publication Date: 2022/02/01
Vol. E105-D  No. 2 ; pp. 415-426
Type of Manuscript:  PAPER
Category: Image Recognition, Computer Vision
Keyword: 
gaze distribution, attention mechanism, convolutional neural network, gender recognition, self-attention, 
 Summary | Full Text:PDF(1.9MB)
Detecting Depression from Speech through an Attentive LSTM Network
Yan ZHAO Yue XIE Ruiyu LIANG Li ZHANG Li ZHAO Chengyu LIU 
Publication:   
Publication Date: 2021/11/01
Vol. E104-D  No. 11 ; pp. 2019-2023
Type of Manuscript:  LETTER
Category: Speech and Hearing
Keyword: 
depression detection, LSTM, attention mechanism, vocal expression, 
 Summary | Full Text:PDF(252.2KB)
Triplet Attention Network for Video-Based Person Re-Identification
Rui SUN Qili LIANG Zi YANG Zhenghui ZHAO Xudong ZHANG 
Publication:   
Publication Date: 2021/10/01
Vol. E104-D  No. 10 ; pp. 1775-1779
Type of Manuscript:  LETTER
Category: Image Recognition, Computer Vision
Keyword: 
person re-identification, convolutional neural network, attention mechanism, deep learning, 
 Summary | Full Text:PDF(1.8MB)
Optic Disc Detection Based on Saliency Detection and Attention Convolutional Neural Networks
Ying WANG Xiaosheng YU Chengdong WU 
Publication:   
Publication Date: 2021/09/01
Vol. E104-A  No. 9 ; pp. 1370-1374
Type of Manuscript:  LETTER
Category: Image
Keyword: 
OD detection, saliency detection, attention mechanism, the dense network, 
 Summary | Full Text:PDF(2.2MB)
Capsule Network with Shortcut Routing
Thanh Vu DANG Hoang Trong VO Gwang Hyun YU Jin Young KIM 
Publication:   
Publication Date: 2021/08/01
Vol. E104-A  No. 8 ; pp. 1043-1050
Type of Manuscript:  PAPER
Category: Image
Keyword: 
capsule network, attention mechanism, deep learning, fuzzy clustering, 
 Summary | Full Text:PDF(814.2KB)
A Two-Stage Attention Based Modality Fusion Framework for Multi-Modal Speech Emotion Recognition
Dongni HU Chengxin CHEN Pengyuan ZHANG Junfeng LI Yonghong YAN Qingwei ZHAO 
Publication:   
Publication Date: 2021/08/01
Vol. E104-D  No. 8 ; pp. 1391-1394
Type of Manuscript:  LETTER
Category: Human-computer Interaction
Keyword: 
speech emotion recognition, multi-modal fusion, attention mechanism, end-to-end, 
 Summary | Full Text:PDF(220.4KB)
CJAM: Convolutional Neural Network Joint Attention Mechanism in Gait Recognition
Pengtao JIA Qi ZHAO Boze LI Jing ZHANG 
Publication:   
Publication Date: 2021/08/01
Vol. E104-D  No. 8 ; pp. 1239-1249
Type of Manuscript:  Special Section PAPER (Special Section on Computational Intelligence and Big Data for Scientific and Technological Resources and Services)
Category: 
Keyword: 
image classification, gait recognition, deep learning, convolutional neural networks, attention mechanism, 
 Summary | Full Text:PDF(2.2MB)
Attention Voting Network with Prior Distance Augmented Loss for 6DoF Pose Estimation
Yong HE Ji LI Xuanhong ZHOU Zewei CHEN Xin LIU 
Publication:   
Publication Date: 2021/07/01
Vol. E104-D  No. 7 ; pp. 1039-1048
Type of Manuscript:  PAPER
Category: Image Recognition, Computer Vision
Keyword: 
6DoF pose estimation, semantic segmentation, keypoint localization, deep learning, attention mechanism, 
 Summary | Full Text:PDF(1.4MB)
Vision-Text Time Series Correlation for Visual-to-Language Story Generation
Rizal Setya PERDANA Yoshiteru ISHIDA 
Publication:   
Publication Date: 2021/06/01
Vol. E104-D  No. 6 ; pp. 828-839
Type of Manuscript:  PAPER
Category: Artificial Intelligence, Data Mining
Keyword: 
visual storytelling, correlation analysis, attention mechanism, 
 Summary | Full Text:PDF(3.6MB)
HAIF: A Hierarchical Attention-Based Model of Filtering Invalid Webpage
Chaoran ZHOU Jianping ZHAO Tai MA Xin ZHOU 
Publication:   
Publication Date: 2021/05/01
Vol. E104-D  No. 5 ; pp. 659-668
Type of Manuscript:  Special Section PAPER (Special Section on the Architectures, Protocols, and Applications for the Future Internet)
Category: 
Keyword: 
invalid webpage filtering, attention mechanism, hierarchical-level attention caculation, webpage features, deep learning, 
 Summary | Full Text:PDF(2MB)
A Novel Hybrid Network Model Based on Attentional Multi-Feature Fusion for Deception Detection
Yuanbo FANG Hongliang FU Huawei TAO Ruiyu LIANG Li ZHAO 
Publication:   
Publication Date: 2021/03/01
Vol. E104-A  No. 3 ; pp. 622-626
Type of Manuscript:  LETTER
Category: Speech and Hearing
Keyword: 
deception detection, hybrid network, attention mechanism, feature fusion, 
 Summary | Full Text:PDF(768.2KB)
Neural Architecture Search for Convolutional Neural Networks with Attention
Kohei NAKAI Takashi MATSUBARA Kuniaki UEHARA 
Publication:   
Publication Date: 2021/02/01
Vol. E104-D  No. 2 ; pp. 312-321
Type of Manuscript:  PAPER
Category: Image Recognition, Computer Vision
Keyword: 
neural architecture search, object recognition, attention mechanism, 
 Summary | Full Text:PDF(975.5KB)
Joint Representations of Knowledge Graphs and Textual Information via Reference Sentences
Zizheng JI Zhengchao LEI Tingting SHEN Jing ZHANG 
Publication:   
Publication Date: 2020/06/01
Vol. E103-D  No. 6 ; pp. 1362-1370
Type of Manuscript:  PAPER
Category: Artificial Intelligence, Data Mining
Keyword: 
joint representation learning, knowledge graph, reference sentence, attention mechanism, 
 Summary | Full Text:PDF(656.6KB)
Neural Machine Translation with Target-Attention Model
Mingming YANG Min ZHANG Kehai CHEN Rui WANG Tiejun ZHAO 
Publication:   
Publication Date: 2020/03/01
Vol. E103-D  No. 3 ; pp. 684-694
Type of Manuscript:  PAPER
Category: Natural Language Processing
Keyword: 
attention mechanism, neural machine translation, forward target-attention model, reverse target-attention model, bidirectional target-attention model, 
 Summary | Full Text:PDF(1MB)
Tweet Stance Detection Using Multi-Kernel Convolution and Attentive LSTM Variants
Umme Aymun SIDDIQUA Abu Nowshed CHY Masaki AONO 
Publication:   
Publication Date: 2019/12/01
Vol. E102-D  No. 12 ; pp. 2493-2503
Type of Manuscript:  PAPER
Category: Artificial Intelligence, Data Mining
Keyword: 
stance detection, deep learning, neural network model, attention mechanism, nested LSTMs (NLSTMs), densely connected bidirectional LSTM (Bi-LSTM), multi-kernel convolution, 
 Summary | Full Text:PDF(752.9KB)
Attentive Sequences Recurrent Network for Social Relation Recognition from Video
Jinna LV Bin WU Yunlei ZHANG Yunpeng XIAO 
Publication:   
Publication Date: 2019/12/01
Vol. E102-D  No. 12 ; pp. 2568-2576
Type of Manuscript:  PAPER
Category: Image Recognition, Computer Vision
Keyword: 
social relation recognition, video analysis, deep learning, LSTM, attention mechanism, 
 Summary | Full Text:PDF(1.2MB)
Attention-Guided Region Proposal Network for Pedestrian Detection
Rui SUN Huihui WANG Jun ZHANG Xudong ZHANG 
Publication:   
Publication Date: 2019/10/01
Vol. E102-D  No. 10 ; pp. 2072-2076
Type of Manuscript:  LETTER
Category: Image Recognition, Computer Vision
Keyword: 
pedestrian detection, region proposal network, attention mechanism, boosted forests, 
 Summary | Full Text:PDF(595.5KB)
Attention-Based Dense LSTM for Speech Emotion Recognition
Yue XIE Ruiyu LIANG Zhenlin LIANG Li ZHAO 
Publication:   
Publication Date: 2019/07/01
Vol. E102-D  No. 7 ; pp. 1426-1429
Type of Manuscript:  LETTER
Category: Pattern Recognition
Keyword: 
attention mechanism, speech emotion recognition, dense connections, LSTM, 
 Summary | Full Text:PDF(322.6KB)
Improve Multichannel Speech Recognition with Temporal and Spatial Information
Yu ZHANG Pengyuan ZHANG Qingwei ZHAO 
Publication:   
Publication Date: 2018/07/01
Vol. E101-D  No. 7 ; pp. 1963-1967
Type of Manuscript:  LETTER
Category: Speech and Hearing
Keyword: 
multichannel speech recognition, long short-term memory, attention mechanism, generalized cross correlation, 
 Summary | Full Text:PDF(692.6KB)