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An FPGA-Based Transformer Accelerator With Parallel Unstructured Sparsity Handling for Question-Answering Applications Journal article
Cao, Rujian, Zhao, Zhongyu, Un, Ka Fai, Yu, Wei Han, Martins, Rui P., Mak, Pui In. An FPGA-Based Transformer Accelerator With Parallel Unstructured Sparsity Handling for Question-Answering Applications[J]. IEEE Transactions on Circuits and Systems II-Express Briefs, 2024, 71(11), 4688-4692.
Authors:  Cao, Rujian;  Zhao, Zhongyu;  Un, Ka Fai;  Yu, Wei Han;  Martins, Rui P.; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:4.0/3.7 | Submit date：2024/10/10
Sparse Matrices  Computational Modeling  Transformers  Hardware  Energy Efficiency  Circuits  Throughput  Dataflow  Digital Accelerator  Energy-efficient  Field-programmable Gate Array (Fpga)  Sparsity  Transformer  
Analysis and Design of a 21.2-to-25.5-GHz Triple-Coil Transformer-Coupled QVCO Journal article
Zhao, Ya, Fan, Chao, Yin, Jun, Mak, Pui In, Geng, Li. Analysis and Design of a 21.2-to-25.5-GHz Triple-Coil Transformer-Coupled QVCO[J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 2024, 71(10), 4538-4549.
Authors:  Zhao, Ya;  Fan, Chao;  Yin, Jun;  Mak, Pui In;  Geng, Li
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:5.2/4.5 | Submit date：2024/11/05
Quadrature Voltage-controlled Oscillator (Qvco)  Phase Noise  Quadrature Phase Accuracy  Triple-coil  Transformer-coupled  Determinate Correlation  Bimodal Ambiguity  Tradeoff  Active Coupling Transistor  Alleviate  
ShaDocFormer: A Shadow-Attentive Threshold Detector with Cascaded Fusion Refiner for Document Shadow Removal Conference paper
Chen, Weiwen, Lei, Yingtie, Luo, Shenghong, Zhou, Ziyang, Li, Mingxian, Pun, Chi Man. ShaDocFormer: A Shadow-Attentive Threshold Detector with Cascaded Fusion Refiner for Document Shadow Removal[C]:Institute of Electrical and Electronics Engineers Inc., 2024.
Authors:  Chen, Weiwen;  Lei, Yingtie;  Luo, Shenghong;  Zhou, Ziyang;  Li, Mingxian; et al.
Favorite | TC[Scopus]:0 | Submit date：2024/10/10
Shadow Removal  Text Document Images  Vision Transformer  
UWFormer: Underwater Image Enhancement via a Semi-Supervised Multi-Scale Transformer Conference paper
Weiwen Chen, Yingtie Lei, Shenghong Luo, Ziyang Zhou, Mingxian Li, Chi-Man Pun. UWFormer: Underwater Image Enhancement via a Semi-Supervised Multi-Scale Transformer[C]:Institute of Electrical and Electronics Engineers Inc., 2024.
Authors:  Weiwen Chen;  Yingtie Lei;  Shenghong Luo;  Ziyang Zhou;  Mingxian Li; et al.
Favorite | TC[Scopus]:0 | Submit date：2024/08/26
Semi-supervised Learning  Underwater Image Enhancement  Vision Transformer  
Transformer-aided Wireless Image Transmission with Channel Feedback Journal article
Wu, Haotian, Shao, Yulin, Ozfatura, Emre, Mikolajczyk, Krystian, Gunduz, Deniz. Transformer-aided Wireless Image Transmission with Channel Feedback[J]. IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2024, 23(9), 11904-11919.
Authors:  Wu, Haotian;  Shao, Yulin;  Ozfatura, Emre;  Mikolajczyk, Krystian;  Gunduz, Deniz
Favorite | TC[WOS]:1 TC[Scopus]:2  IF:8.9/8.6 | Submit date：2024/05/16
Channel Feedback  Joint Source-channel Coding  Vision Transformer  Semantic Communication  Image Transmission  
RL-CWtrans Net: multimodal swimming coaching driven via robot vision Journal article
Wang, Guanlin. RL-CWtrans Net: multimodal swimming coaching driven via robot vision[J]. Frontiers in Neurorobotics, 2024, 18, 1439188.
Authors:  Wang, Guanlin
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:2.6/3.1 | Submit date：2024/09/03
Artificial Neural Networks  Clip  Feature Extraction  Multimodal Robot  Reinforcement Learning  Robot Vision  Swin-transformer  
Accurate Modeling of Transformer-Based Voltage-Multiplier Considering Reverse Recovery Process of the Leakage Inductance in Step-up Converter Journal article
Yang, Ningrui, Li, Zou, Zeng, Jun, Liu, Junfeng, Hu, Renjun, Ying, Gengning, Yan, Zhixing, Wong, Man Chung, Zhang, Fangren. Accurate Modeling of Transformer-Based Voltage-Multiplier Considering Reverse Recovery Process of the Leakage Inductance in Step-up Converter[J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 2024, 71(8), 3891-3903.
Authors:  Yang, Ningrui;  Li, Zou;  Zeng, Jun;  Liu, Junfeng;  Hu, Renjun; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:5.2/4.5 | Submit date：2024/08/05
Step-up Converter  Transformer  Voltage Multiplier  Leakage Inductance  Modeling  
Area-efficient ultra-wide-tuning-range ring oscillators in 65-nm complementary metal–oxide–semiconductor Journal article
Yang, Chaowei, Chen, Yong, Cheng, Kai, Stefano, Crovetti Paolo, Martins, Rui P., Mak, Pui In. Area-efficient ultra-wide-tuning-range ring oscillators in 65-nm complementary metal–oxide–semiconductor[J]. International Journal of Circuit Theory and Applications, 2024.
Authors:  Yang, Chaowei;  Chen, Yong;  Cheng, Kai;  Stefano, Crovetti Paolo;  Martins, Rui P.; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:1.8/1.7 | Submit date：2024/08/05
Clock And Data Recovery (Cdr)  Cmos Figure-of-merit (Fom)  Figure-of-merit With Tuning And Area (Fomta)  Figure-of-merit With Tuning Range (Fomt)  Flicker (1/f)  Noise Noise Transfer Phase Noise (Pn)  Phase-locked Loop (Pll)  Quality Factor Switched-capacitor Array (Sca)  Thermal Noise Transformer Tuning Range (Tr)  Ultra-wide-tuning-range Voltage-controlled Oscillator (Vco)  
MFDNet: Multi-Frequency Deflare Network for efficient nighttime flare removal Journal article
Jiang, Yiguo, Chen, Xuhang, Pun, Chi Man, Wang, Shuqiang, Feng, Wei. MFDNet: Multi-Frequency Deflare Network for efficient nighttime flare removal[J]. Visual Computer, 2024.
Authors:  Jiang, Yiguo;  Chen, Xuhang;  Pun, Chi Man;  Wang, Shuqiang;  Feng, Wei
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:3.0/3.0 | Submit date：2024/08/05
Cnn  Efficient  Flare Removal  Multi-frequency  Transformer  
Enhancing tourism demand forecasting with a transformer-based framework Journal article
Li, Xin, Xu, Yechi, Law, Rob, Wang, Shouyang. Enhancing tourism demand forecasting with a transformer-based framework[J]. Annals of Tourism Research, 2024, 107, 103791.
Authors:  Li, Xin;  Xu, Yechi;  Law, Rob;  Wang, Shouyang
Favorite | TC[WOS]:2 TC[Scopus]:3  IF:10.4/11.2 | Submit date：2024/06/05
Temporal Fusion Transformer  Time Series Decomposition  Tourism Demand Forecasting  Tree-structured Parzen Estimator