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IEICE Trans

Keyword : Transformer

Unsourced Random Access Employing Transformer over Massive MIMO Time-Variant Frequency-Selective Channels
Zijie LIANG Binbin YANG Yun LI Kazuhiko FUKAWA 
Publication:   IEICE TRANSACTIONS on Communications
Publication Date: 2026/08/01
Vol. E109-B  No. 8 ; pp. 1041-1057
Type of Manuscript:  PAPER
Category: Wireless Communication Technologies
Keyword: 
massive machine-type communication, unsourced random access, time-varying channel, channel estimation, deep learning, Transformer, 
 Summary | Full Text:PDF
MS-SADNet: A Multi-Scale Self-Attention Decoder Network for Point Cloud Semantic Segmentation
Yuanyongzhen ZHOU Wenyi GE Xi WU Peng HUANG Tianyu LUO Banghua WU 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2026/08/01
Vol. E109-D  No. 8 ; pp. 1291-1308
Type of Manuscript:  PAPER
Category: Image Recognition, Computer Vision
Keyword: 
large-scale outdoor point cloud, fine-grained object, semantic segmentation, multi-scale, Transformer, 
 Summary | Full Text:PDF
Channel Prediction via Hybrid-Attention Parallel Synchronous Transformer
Shufeng LI Yongyan LI Baoxin SU Su XU Minglei YOU 
Publication:   IEICE TRANSACTIONS on Communications
Publication Date: 2026/03/01
Vol. E109-B  No. 3 ; pp. 466-478
Type of Manuscript:  PAPER
Category: Wireless Communication Technologies
Keyword: 
accurate prediction, Hybrid Attention Mechanism, Transformer, hybrid position encoding, sum-rate, 
 Summary | Full Text:PDF
Guiding Neural Machine Translation with Bilingual Phrase Knowledge
Zezhong LI Jianjun MA Fuji REN 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2025/09/01
Vol. E108-D  No. 9 ; pp. 1150-1154
Type of Manuscript:  LETTER
Category: Natural Language Processing
Keyword: 
Neural Machine Translation, phrase knowledge, Transformer, 
 Summary | Full Text:PDF
A Transformer-Based Fully Trainable Point Process
Hirotaka HACHIYA Fumiya NISHIZAWA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2025/06/01
Vol. E108-D  No. 6 ; pp. 583-592
Type of Manuscript:  PAPER
Category: Artificial Intelligence, Data Mining
Keyword: 
point process, Transformer, event prediction, Hawkes process, 
 Summary | Full Text:PDF