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Amphis: Managing Reconfigurable Processor Architectures With Generative Adversarial Learning 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2022, 卷号: 41, 期号: 11, 页码: 3993-4003
作者:  Chen, Weiwei;  Wang, Ying;  Xu, Ying;  Gao, Chengsi;  Han, Yinhe;  Zhang, Lei
收藏  |  浏览/下载:18/0  |  提交时间:2023/07/12
Resource management  Predictive models  Runtime  Generators  Generative adversarial networks  Computational modeling  Training  Design space exploration  generative adversarial network (GAN)  reconfigurable processor  
Online Support Vector Machine with a Single Pass for Streaming Data 期刊论文
MATHEMATICS, 2022, 卷号: 10, 期号: 17, 页码: 24
作者:  Hu, Lisha;  Hu, Chunyu;  Huo, Zheng;  Jiang, Xinlong;  Wang, Suzhen
收藏  |  浏览/下载:22/0  |  提交时间:2022/12/07
online learning  support vector machine  minimum enclosing ball  
DeepBindBC: A practical deep learning method for identifying native-like protein-ligand complexes in virtual screening 期刊论文
METHODS, 2022, 卷号: 205, 页码: 247-262
作者:  Zhang, Haiping;  Zhang, Tingting;  Saravanan, Konda Mani;  Liao, Linbu;  Wu, Hao;  Zhang, Haishan;  Zhang, Huiling;  Pan, Yi;  Wu, Xuli;  Wei, Yanjie
收藏  |  浏览/下载:19/0  |  提交时间:2023/07/12
Native like protein-ligand  Drug virtual screening  ResNet  Deep learning  Human pancreatic alpha amylase inhibitor  
Not All Samples are Trustworthy: Towards Deep Robust SVP Prediction 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2022, 卷号: 44, 期号: 6, 页码: 3154-3169
作者:  Xu, Qianqian;  Yang, Zhiyong;  Jiang, Yangbangyan;  Cao, Xiaochun;  Yao, Yuan;  Huang, Qingming
收藏  |  浏览/下载:27/0  |  提交时间:2022/12/07
Noise measurement  Annotations  Task analysis  Predictive models  Robustness  Visualization  Training  Subjective visual property (SVP)  robustness  outlier detection  probabilistic model  
Validation of Deep Learning-Based DFCNN in Extremely Large-Scale Virtual Screening and Application in Trypsin I Protease Inhibitor Discovery 期刊论文
FRONTIERS IN MOLECULAR BIOSCIENCES, 2022, 卷号: 9, 页码: 15
作者:  Zhang, Haiping;  Lin, Xiao;  Wei, Yanjie;  Zhang, Huiling;  Liao, Linbu;  Wu, Hao;  Pan, Yi;  Wu, Xuli
收藏  |  浏览/下载:28/0  |  提交时间:2022/12/07
extremely large-scale virtual screening  deep learning  DFCNN  Trypsin I Protease  de novo drug screening  
High-Resolution Land Cover Mapping Through Learning With Noise Correction 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 卷号: 60, 页码: 13
作者:  Dong, Runmin;  Fang, Weizhen;  Fu, Haohuan;  Gan, Lin;  Wang, Jie;  Gong, Peng
收藏  |  浏览/下载:22/0  |  提交时间:2022/12/07
Noise measurement  Training  Task analysis  Image resolution  Satellites  Noise robustness  Image segmentation  Deep learning  high-resolution imagery  noisy label  semantic segmentation  
ClassyTune: A Performance Auto-Tuner for Systems in the Cloud 期刊论文
IEEE TRANSACTIONS ON CLOUD COMPUTING, 2022, 卷号: 10, 期号: 1, 页码: 234-246
作者:  Zhu, Yuqing;  Liu, Jianxun
收藏  |  浏览/下载:21/0  |  提交时间:2022/12/07
Performance tuning  auto-tuning  autotuner  data-driven tuning  experience-driven tuning  performance modeling  
Spatiotemporal Activity Modeling via Hierarchical Cross-Modal Embedding 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2022, 卷号: 34, 期号: 1, 页码: 462-474
作者:  Liu, Yang;  Ao, Xiang;  Dong, Linfeng;  Zhang, Chao;  Wang, Jin;  He, Qing
收藏  |  浏览/下载:25/0  |  提交时间:2022/12/07
Spatiotemporal activity  mobile data  cross-modal  hierarchical embedding