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DTDNet: Dynamic Target Driven Network for pedestrian trajectory prediction 期刊论文
FRONTIERS IN NEUROSCIENCE, 2024, 卷号: 18, 页码: 11
作者:  Liu, Shaohua;  Sun, Jingkai;  Yao, Pengfei;  Zhu, Yinglong;  Mao, Tianlu;  Wang, Zhaoqi
收藏  |  浏览/下载：1/0  |  提交时间：2024/12/06
multimodal trajectory prediction  pedestrian intention prediction  multi-precision motion prediction  multi-task neural network  trajectory endpoint prediction  
Double Precision is not Necessary for LSQR for Solving Discrete Linear Ill-Posed Problems 期刊论文
JOURNAL OF SCIENTIFIC COMPUTING, 2024, 卷号: 98, 期号: 3, 页码: 30
作者:  Li, Haibo
收藏  |  浏览/下载：10/0  |  提交时间：2024/05/20
Mixed precision  Linear ill-posed problem  Regularization  LSQR  Roundoff unit  Semi-convergence  
AutoQNN: An End-to-End Framework for Automatically Quantizing Neural Networks 期刊论文
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2024, 卷号: 39, 期号: 2, 页码: 401-420
作者:  Gong, Cheng;  Lu, Ye;  Dai, Su-Rong;  Deng, Qian;  Du, Cheng-Kun;  Li, Tao
收藏  |  浏览/下载：1/0  |  提交时间：2024/12/06
automatic quantization  mixed precision  quantizing scheme search  quantizing precision learning  quantized architecture generation  
Fast Convolution Meets Low Precision: Exploring Efficient Quantized Winograd Convolution on Modern CPUs 期刊论文
ACM TRANSACTIONS ON ARCHITECTURE AND CODE OPTIMIZATION, 2024, 卷号: 21, 期号: 1, 页码: 26
作者:  Wang, Xueying;  Li, Guangli;  Jia, Zhen;  Feng, Xiaobing;  Wang, Yida
收藏  |  浏览/下载：12/0  |  提交时间：2024/05/20
Deep learning  winograd convolution  low-precision computation  
Towards interpretable imaging genomics analysis: Methodological developments and applications 期刊论文
INFORMATION FUSION, 2024, 卷号: 102, 页码: 18
作者:  Cen, Xiaoping;  Dong, Wei;  Lv, Wei;  Zhao, Yi;  Dubee, Fred;  Mentis, Alexios-Fotios A.;  Jovic, Dragomirka;  Yang, Huanming;  Li, Yixue
收藏  |  浏览/下载：19/0  |  提交时间：2023/12/04
Interpretability  Imaging genomics  Genotype -phenotype association  Precision medicine  
DPQ: dynamic pseudo-mean mixed-precision quantization for pruned neural network 期刊论文
MACHINE LEARNING, 2024, 页码: 14
作者:  Pei, Songwen;  Wang, Jiyao;  Zhang, Bingxue;  Qin, Wei;  Xue, Hai;  Ye, Xiaochun;  Chen, Mingsong
收藏  |  浏览/下载：14/0  |  提交时间：2024/05/20
Big data  Compression  Deep learning  Pseudo-mean mixed-precision quantization  Pruned neural network  
Improved localization precision via restricting confined biomolecule stochastic motion in singlemolecule localization microscopy 期刊论文
NANOPHOTONICS, 2022, 卷号: 11, 期号: 1, 页码: 53-65
作者:  Ni, Jielei;  Cao, Bo;  Niu, Gang;  Chen, Danni;  Liang, Guotao;  Xia, Tingying;  Li, Heng;  Xu, Chen;  Wang, Jingyu;  Zhang, Wanlong;  Zhang, Yilin;  Yuan, Xiaocong;  Ni, Yanxiang
收藏  |  浏览/下载：23/0  |  提交时间：2023/07/12
confined stochastic motion  localization precision  single-molecule localization microscopy  
Rethinking the Importance of Quantization Bias, Toward Full Low-Bit Training 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2022, 卷号: 31, 页码: 7006-7019
作者:  Liu, Chang;  Zhang, Xishan;  Zhang, Rui;  Li, Ling;  Zhou, Shiyi;  Huang, Di;  Li, Zhen;  Du, Zidong;  Liu, Shaoli;  Chen, Tianshi
收藏  |  浏览/下载：19/0  |  提交时间：2023/07/12
Neural network acceleration  low precision training  quantization  
Thread: Towards fine-grained precision reconfiguration in variable-precision neural network accelerator 期刊论文
IEICE ELECTRONICS EXPRESS, 2019, 卷号: 16, 期号: 14, 页码: 6
作者:  Zhang, Shichang;  Wang, Ying;  Chen, Xiaoming;  Han, Yinhe;  Wang, Yujie;  Li, Xiaowei
收藏  |  浏览/下载：86/0  |  提交时间：2019/12/10
DNN accelerator  variable bit-precision  bit-serial  bit-parallel  fine-grained precision  
PTAT: An Efficient and Precise Tool for Tracing and Profiling Detailed TLB Misses 期刊论文
ACM TRANSACTIONS ON EMBEDDED COMPUTING SYSTEMS, 2018, 卷号: 17, 期号: 3, 页码: 17
作者:  Zhang, Jiutian;  Liu, Yuhang;  Li, Haifeng;  Zhu, Xiaojing;  Chen, Mingyu
收藏  |  浏览/下载：80/0  |  提交时间：2019/12/10
TLB misses  hardware profiling tool  memory trace collector  efficiency  precision