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Accelerating Convolutional Neural Networks by Exploiting the Sparsity of Output Activation 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2023, 卷号: 34, 期号: 12, 页码: 3253-3265
作者:  Fan, Zhihua;  Li, Wenming;  Wang, Zhen;  Liu, Tianyu;  Wu, Haibin;  Liu, Yanhuan;  Wu, Meng;  Wu, Xinxin;  Ye, Xiaochun;  Fan, Dongrui;  Sun, Ninghui;  An, Xuejun
收藏  |  浏览/下载：2/0  |  提交时间：2024/05/20
Accelerator  output activation  prediction  sparse convolutional neural network  
A mutually enhanced multi-scale relation-aware graph convolutional network for argument pair extraction 期刊论文
JOURNAL OF INTELLIGENT INFORMATION SYSTEMS, 2023, 页码: 20
作者:  Zhu, Xiaofei;  Liu, Yidan;  Chen, Zhuo;  Chen, Xu;  Guo, Jiafeng;  Dietze, Stefan
收藏  |  浏览/下载：2/0  |  提交时间：2024/05/20
Argument mining  Argument pair extraction  Transformer  Graph convolutional network  
Sweet Gradient matters: Designing consistent and efficient estimator for Zero-shot Architecture Search 期刊论文
NEURAL NETWORKS, 2023, 卷号: 168, 页码: 237-255
作者:  Yang, Longxing;  Fu, Yanxin;  Lu, Shun;  Sun, Zihao;  Mei, Jilin;  Zhao, Wenxiao;  Hu, Yu
收藏  |  浏览/下载：9/0  |  提交时间：2023/12/04
Zero-shot Neural Architecture Search  Low Consistency  Sweet Gradient  Sweetimator  Sweet-enhanced estimators  
Exploring Winograd Convolution for Cost-Effective Neural Network Fault Tolerance 期刊论文
IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS, 2023, 卷号: 31, 期号: 11, 页码: 1763-1773
作者:  Xue, Xinghua;  Liu, Cheng;  Liu, Bo;  Huang, Haitong;  Wang, Ying;  Luo, Tao;  Zhang, Lei;  Li, Huawei;  Li, Xiaowei
收藏  |  浏览/下载：2/0  |  提交时间：2024/05/20
Fault tolerant systems  Fault tolerance  Artificial neural networks  Convolution  Reliability  Computational modeling  Neurons  Fault-tolerance  soft errors  vulnerability analysis  winograd convolution (WG-Conv)  
NeuralGLS: learning to guide local search with graph convolutional network for the traveling salesman problem 期刊论文
NEURAL COMPUTING & APPLICATIONS, 2023, 页码: 20
作者:  Sui, Jingyan;  Ding, Shizhe;  Xia, Boyang;  Liu, Ruizhi;  Bu, Dongbo
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
Graph convolutional network  Guided local search  Traveling salesman problem  
Accelerating k-Shape Time Series Clustering Algorithm Using GPU 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2023, 卷号: 34, 期号: 10, 页码: 2718-2734
作者:  Wang, Xun;  Song, Ruibao;  Xiao, Junmin;  Li, Tong;  Li, Xueqi
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
Data space  time series analysis  time series clustering  GPU architecture  k-shape algorithm  
MetaFed: Federated Learning Among Federations With Cyclic Knowledge Distillation for Personalized Healthcare 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 页码: 12
作者:  Chen, Yiqiang;  Lu, Wang;  Qin, Xin;  Wang, Jindong;  Xie, Xing
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
Federated learning (FL)  healthcare  knowledge distillation (KD)  personalization  transfer learning  
Two-step hierarchical neural network for classification of dry age-related macular degeneration using optical coherence tomography images 期刊论文
FRONTIERS IN MEDICINE, 2023, 卷号: 10, 页码: 12
作者:  Hu, Min;  Wu, Bin;  Lu, Di;  Xie, Jing;  Chen, Yiqiang;  Yang, Zhikuan;  Dai, Weiwei
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
optical coherence tomography (OCT)  age-related macular degeneration (AMD)  nascent geographic atrophy (nGA)  convolutional neural network (CNN)  deep learning  
DOE: database offloading engine for accelerating SQL processing 期刊论文
DISTRIBUTED AND PARALLEL DATABASES, 2023, 页码: 25
作者:  Kong, Hao;  Lu, Wenyan;  Chen, Yan;  Wu, Jingya;  Zhang, Yu;  Yan, Guihai;  Li, Xiaowei
收藏  |  浏览/下载：8/0  |  提交时间：2023/12/04
Database  Hardware  software co-design  Heterogeneous system  Analytic query processing  
Image-to-Image Translation for Data Augmentation on Multimodal Medical Images 期刊论文
IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, 2023, 卷号: E106D, 期号: 5, 页码: 686-696
作者:  Peng, Yue;  Meng, Zuqiang;  Yang, Lina
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
data augmentation  image-to-image translation  gliomas