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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 Weakly Supervised Learning Method for Cell Detection and Tracking Using Incomplete Initial Annotations 期刊论文
INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2023, 卷号: 24, 期号: 22, 页码: 28
作者:  Wu, Hao;  Niyogisubizo, Jovial;  Zhao, Keliang;  Meng, Jintao;  Xi, Wenhui;  Li, Hongchang;  Pan, Yi;  Wei, Yanjie
收藏  |  浏览/下载：2/0  |  提交时间：2024/05/20
cell detection  cell tracking  deep learning  weakly supervised learning  iPS cell reprogramming  brightfield microscopy  
Characterizing and Understanding Defense Methods for GNNs on GPUs 期刊论文
IEEE COMPUTER ARCHITECTURE LETTERS, 2023, 卷号: 22, 期号: 2, 页码: 137-140
作者:  Wu, Meng;  Yan, Mingyu;  Yang, Xiaocheng;  Li, Wenming;  Zhang, Zhimin;  Ye, Xiaochun;  Fan, Dongrui
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
Kernel  Purification  Estimation  Graphics processing units  Perturbation methods  Electric breakdown  Training  Graph neural networks  defense  execution semantic  execution pattern  overhead  
Incorporating NODE with pre-trained neural differential operator for learning dynamics 期刊论文
NEUROCOMPUTING, 2023, 卷号: 528, 页码: 48-58
作者:  Gong, Shiqi;  Meng, Qi;  Wang, Yue;  Wu, Lijun;  Chen, Wei;  Ma, Zhiming;  Liu, Tie-Yan
收藏  |  浏览/下载：14/0  |  提交时间：2023/07/12
Neural ODE  Learning dynamics  Neural operator