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PHD-NAS: Preserving helpful data to promote Neural Architecture Search 期刊论文
NEUROCOMPUTING, 2024, 卷号: 587, 页码: 14
作者:  Lu, Shun;  Hu, Yu;  Yang, Longxing;  Mei, Jilin;  Sun, Zihao;  Tan, Jianchao;  Song, Chengru
收藏  |  浏览/下载：6/0  |  提交时间：2024/12/06
Neural architecture search  Dataset optimization  Forgetting events and remembering events  
An Automatic Neural Network Architecture-and-Quantization Joint Optimization Framework for Efficient Model Inference 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2024, 卷号: 43, 期号: 5, 页码: 1497-1510
作者:  Liu, Lian;  Wang, Ying;  Zhao, Xiandong;  Chen, Weiwei;  Li, Huawei;  Li, Xiaowei;  Han, Yinhe
收藏  |  浏览/下载：7/0  |  提交时间：2024/12/06
Optimization  Quantization (signal)  Computer architecture  Training  Computational modeling  Integrated circuit modeling  Convergence  Automatic joint optimization  efficient model inference  network quantization  neural architecture search (NAS)  
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：22/0  |  提交时间：2023/12/04
Zero-shot Neural Architecture Search  Low Consistency  Sweet Gradient  Sweetimator  Sweet-enhanced estimators  
A Framework for Neural Network Architecture and Compile Co-optimization 期刊论文
ACM TRANSACTIONS ON EMBEDDED COMPUTING SYSTEMS, 2023, 卷号: 22, 期号: 1, 页码: 24
作者:  Chen, Weiwei;  Wang, Ying;  Xu, Ying;  Gao, Chengsi;  Liu, Cheng;  Zhang, Lei
收藏  |  浏览/下载：21/0  |  提交时间：2023/07/12
DNN-scheduling Co-design  hardware-aware neural architecture search  compiler optimization  
STC-NAS: Fast neural architecture search with source-target consistency 期刊论文
NEUROCOMPUTING, 2022, 卷号: 497, 页码: 227-238
作者:  Sun, Zihao;  Hu, Yu;  Yang, Longxing;  Lu, Shun;  Mei, Jilin;  Han, Yinhe;  Li, Xiaowei
收藏  |  浏览/下载：30/0  |  提交时间：2022/12/07
Neural architecture search  Consistency  Automatic  Jensen-Shannon divergence  
DeepCS: Training a deep learning model for cervical spondylosis recognition on small-labeled sensor data 期刊论文
NEUROCOMPUTING, 2022, 卷号: 472, 页码: 24-34
作者:  Wang, Nana;  Luo, Chunjie;  Huang, Xi;  Huang, Yunyou;  Zhan, Jianfeng
收藏  |  浏览/下载：25/0  |  提交时间：2022/12/07
Cervical spondylosis recognition  High-dimensional time series sensor data  Convolutional neural network  Network architecture search  Feature extraction  
FTT-NAS: Discovering Fault-tolerant Convolutional Neural Architecture 期刊论文
ACM TRANSACTIONS ON DESIGN AUTOMATION OF ELECTRONIC SYSTEMS, 2021, 卷号: 26, 期号: 6, 页码: 24
作者:  Ning, Xuefei;  Ge, Guangjun;  Li, Wenshuo;  Zhu, Zhenhua;  Zheng, Yin;  Chen, Xiaoming;  Gao, Zhen;  Wang, Yu;  Yang, Huazhong
收藏  |  浏览/下载：25/0  |  提交时间：2022/12/07
Neural architecture search  fault tolerance  neural networks  
AutoHR: A Strong End-to-End Baseline for Remote Heart Rate Measurement With Neural Searching 期刊论文
IEEE SIGNAL PROCESSING LETTERS, 2020, 卷号: 27, 页码: 1245-1249
作者:  Yu, Zitong;  Li, Xiaobai;  Niu, Xuesong;  Shi, Jingang;  Zhao, Guoying
收藏  |  浏览/下载：52/0  |  提交时间：2020/12/10
RPPG  heart rate  neural architecture search  
Accelerating DNN-based 3D point cloud processing for mobile computing 期刊论文
SCIENCE CHINA-INFORMATION SCIENCES, 2019, 卷号: 62, 期号: 11, 页码: 11
作者:  Liu, Bosheng;  Chen, Xiaoming;  Han, Yinhe;  Li, Jiajun;  Xu, Haobo;  Li, Xiaowei
收藏  |  浏览/下载：234/0  |  提交时间：2019/12/10
deep neural network acceleration  point cloud data  neighbor point search  mobile robotics  hardware architecture