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From Individual to Whole: Reducing Intra-class Variance by Feature Aggregation 期刊论文
INTERNATIONAL JOURNAL OF COMPUTER VISION, 2022, 卷号: 130, 期号: 3, 页码: 800-819
作者:  Zhang, Zhaoxiang;  Luo, Chuanchen;  Wu, Haiping;  Chen, Yuntao;  Wang, Naiyan;  Song, Chunfeng
Adobe PDF(1762Kb)  |  收藏  |  浏览/下载：232/30  |  提交时间：2022/06/06
Feature aggregation  Deep learning  Intra-class variance  Person re-identification  Video object detection  
You Only Search Once: Single Shot Neural Architecture Search via Direct Sparse Optimization 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2021, 卷号: 43, 期号: 9, 页码: 2891-2904
作者:  Zhang, Xinbang;  Huang, Zehao;  Wang, Naiyan;  Xiang, Shiming;  Pan, Chunhong
Adobe PDF(1271Kb)  |  收藏  |  浏览/下载：252/52  |  提交时间：2021/11/02
Computer architecture  Optimization  Learning (artificial intelligence)  Task analysis  Acceleration  Evolutionary computation  Convolution  Neural architecture search(NAS)  convolution neural network  sparse optimization  
SimpleDet: A Simple and Versatile Distributed Framework for Object Detection and Instance Recognition 期刊论文
JOURNAL OF MACHINE LEARNING RESEARCH, 2019, 期号: 20, 页码: 1-8
作者:  Chen, Yuntao;  Han, Chenxia;  Li, Yanghao;  Huang, Zehao;  Jiang, Yi;  Wang, Naiyan;  Zhang, Zhaoxiang
收藏  |  浏览/下载：207/0  |  提交时间：2019/12/16
Object Detection  Instance Recognition  Distributed Training  Mixed Precision Training