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HEAT: Efficient Vision Transformer Accelerator With Hybrid-Precision Quantization 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, 2025, 卷号: 72, 期号: 5, 页码: 758-762
作者:  Zhao, Pan;  Xue, Donghui;  Wu, Licheng;  Chang, Liang;  Tan, Haining;  Han, Yinhe;  Zhou, Jun
收藏  |  浏览/下载：2/0  |  提交时间：2025/06/25
Vision transformer  accelerator  hybrid-precision quantization  FPGA  Vision transformer  accelerator  hybrid-precision quantization  FPGA  
MGSFformer: A Multi-Granularity Spatiotemporal Fusion Transformer for air quality prediction 期刊论文
INFORMATION FUSION, 2025, 卷号: 113, 页码: 15
作者:  Yu, Chengqing;  Wang, Fei;  Wang, Yilun;  Shao, Zezhi;  Sun, Tao;  Yao, Di;  Xu, Yongjun
收藏  |  浏览/下载：26/0  |  提交时间：2024/12/06
Air quality prediction  Multi-Granularity Spatiotemporal Fusion  Transformer  Spatiotemporal correlation  Multi-source information fusion  
LACOSTE: Exploiting stereo and temporal contexts for surgical instrument segmentation 期刊论文
MEDICAL IMAGE ANALYSIS, 2025, 卷号: 99, 页码: 15
作者:  Wang, Qiyuan;  Zhao, Shang;  Xu, Zikang;  Zhou, S. Kevin
收藏  |  浏览/下载：4/0  |  提交时间：2025/06/25
Surgical data science  Stereo-temporal modeling  Set classifier  Query-based segmentation  Transformer  
LighTN: Light-Weight Transformer Network for Performance-Overhead Tradeoff in Point Cloud Downsampling 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2025, 卷号: 27, 页码: 832-847
作者:  Wang, Xu;  Jin, Yi;  Cen, Yigang;  Wang, Tao;  Tang, Bowen;  Li, Yidong
收藏  |  浏览/下载：3/0  |  提交时间：2025/06/25
Task analysis  Point cloud compression  Transformers  Feature extraction  Voltage transformers  Three-dimensional displays  Deep learning  Point cloud  deep learning  downsampling  transformer  energy-efficient  
NIERT: Accurate Numerical Interpolation Through Unifying Scattered Data Representations Using Transformer Encoder 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2024, 卷号: 36, 期号: 11, 页码: 6731-6744
作者:  Ding, Shizhe;  Xia, Boyang;  Ren, Milong;  Bu, Dongbo
收藏  |  浏览/下载：2/0  |  提交时间：2025/06/25
Interpolation algorithm  pre-trained models  scattered data  transformer encoder  
SG-LPR: Semantic-Guided LiDAR-Based Place Recognition 期刊论文
ELECTRONICS, 2024, 卷号: 13, 期号: 22, 页码: 21
作者:  Jiang, Weizhong;  Xue, Hanzhang;  Si, Shubin;  Min, Chen;  Xiao, Liang;  Nie, Yiming;  Dai, Bin
收藏  |  浏览/下载：2/0  |  提交时间：2025/06/25
LiDAR-based place recognition  semantic-guided  auxiliary task  swin transformer  U-Net  
Multi-Grained Representation Aggregating Transformer with Gating Cycle for Change Captioning 期刊论文
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2024, 卷号: 20, 期号: 10, 页码: 23
作者:  Yue, Shengbin;  Tu, Yunbin;  Li, Liang;  Gao, Shengxiang;  Yu, Zhengtao
收藏  |  浏览/下载：1/0  |  提交时间：2025/06/25
Change captioning  multi-grained representation aggregating  gating cycle  Transformer  
MGCoT : Multi-Grained Contextual Transformer for table-based text generation 期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2024, 卷号: 250, 页码: 10
作者:  Mo, Xianjie;  Xiang, Yang;  Pan, Youcheng;  Hou, Yongshuai;  Luo, Ping
收藏  |  浏览/下载：19/0  |  提交时间：2024/12/06
Multi-grained contexts  Transformer  Abstractive table question answering  Table-to-text generation  
DiffCAS: diffusion based multi-attention network for segmentation of 3D coronary artery from CT angiography 期刊论文
SIGNAL IMAGE AND VIDEO PROCESSING, 2024, 卷号: 18, 期号: 10, 页码: 7487-7498
作者:  Li, Jiajia;  Wu, Qing;  Wang, Yuanquan;  Zhou, Shoujun;  Zhang, Lei;  Wei, Jin;  Zhao, Di
收藏  |  浏览/下载：20/0  |  提交时间：2024/12/06
Coronary artery segmentation  Diffusion model  Transformer  Attention  
Two-stage deep neural network for diagnosing fungal keratitis via in vivo confocal microscopy images 期刊论文
SCIENTIFIC REPORTS, 2024, 卷号: 14, 期号: 1, 页码: 11
作者:  Li, Chun-Peng;  Dai, Weiwei;  Xiao, Yun-Peng;  Qi, Mengying;  Zhang, Ling-Xiao;  Gao, Lin;  Zhang, Fang-Lue;  Lai, Yu-Kun;  Liu, Chang;  Lu, Jing;  Chen, Fen;  Chen, Dan;  Shi, Shuai;  Li, Shaowei;  Zeng, Qingyan;  Chen, Yiqiang
收藏  |  浏览/下载：18/0  |  提交时间：2024/12/06
Fungal keratitis  Image classification  Neural network  Transformer