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Large Batch Optimization for Object Detection: Training COCO in 12 minutes 会议论文
, Online, 2020-8-24
作者:  Wang, Tong;  Zhu, Yousong;  Zhao, Chaoyang;  Zeng, Wei;  Wang, Yaowei;  Wang, Jinqiao;  Tang, Ming
Adobe PDF(3706Kb)  |  收藏  |  浏览/下载：249/36  |  提交时间：2022/04/01
Object detection  Large batch optimization  Periodical moments decay  
Normalized and Geometry-Aware Self-Attention Network for Image Captioning 会议论文
, 线上, 2020.06.14
作者:  Guo LT(郭龙腾);  Liu J(刘静);  Zhu XX(朱欣鑫);  Yao P(姚鹏);  Lu SC(卢诗晨);  Lu HQ(卢汉清)
Adobe PDF(574Kb)  |  收藏  |  浏览/下载：307/74  |  提交时间：2021/06/25
Image captioning  Self-attention  
Learning Feature Embeddings for Discriminant Model based Tracking 会议论文
, Online, 2020-8
作者:  Linyu Zheng;  Ming Tang;  Yingying Chen;  Jinqiao Wang;  Hanqing Lu
Adobe PDF(450Kb)  |  收藏  |  浏览/下载：197/43  |  提交时间：2021/06/18
Occlusion-Aware Siamese Network for Human Pose Estimation 会议论文
, 英国（在线会议）, 8.23-8.28
作者:  Zhou Lu;  Chen Yingying;  Gao Yunze;  Wang Jinqiao;  Lu Hanqing
Adobe PDF(1420Kb)  |  收藏  |  浏览/下载：200/58  |  提交时间：2021/06/15
Rethinking the pid optimizer for stochastic optimization of deep networks 会议论文
, London, United kingdom, July 6, 2020 - July 10, 2020
作者:  Shi, Lei;  Zhang, Yifan;  Wang, Wanguo;  Cheng, Jian;  Lu, Hanqing
浏览  |  Adobe PDF(325Kb)  |  收藏  |  浏览/下载：225/57  |  提交时间：2021/01/27
Skeleton-Based Action Recognition With Multi-Stream Adaptive Graph Convolutional Networks 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2020, 期号: 29, 页码: 9532-9545
作者:  Shi, Lei;  Zhang, Yifan;  Cheng, Jian;  Lu, Hanqing
浏览  |  Adobe PDF(2849Kb)  |  收藏  |  浏览/下载：379/148  |  提交时间：2020/11/05
Skeleton-based action recognition, graph convolutional network, adaptive graph, multi-stream network.  
Towards Accurate Post-training Network Quantization via Bit-Split and Stitching 会议论文
, Online, 2020
作者:  Wang, Peisong;  Chen, Qiang;  He, Xiangyu;  Cheng, Jian
Adobe PDF(389Kb)  |  收藏  |  浏览/下载：130/32  |  提交时间：2020/10/20
ProxyBNN: Learning Binarized Neural Networks via Proxy Matrices 会议论文
, Online, 2020
作者:  He, Xiangyu;  Mo, Zitao;  Cheng, Ke;  Xu, Weixiang;  Hu, Qinghao;  Wang, Peisong;  Liu, Qingshan;  Cheng, Jian
Adobe PDF(2540Kb)  |  收藏  |  浏览/下载：202/49  |  提交时间：2020/10/20
Unsupervised Network Quantization via Fixed-Point Factorization 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2020, 期号: 1, 页码: 1
作者:  Wang, Peisong;  He, Xiangyu;  Chen, Qiang;  Cheng, Anda;  Liu, Qingshan;  Cheng, Jian
Adobe PDF(1998Kb)  |  收藏  |  浏览/下载：208/51  |  提交时间：2020/10/20
Acceleration , compression , deep neural networks (DNNs) , fixed-point quantization , unsupervised quantization.  
Adaptive Variance Based Label Distribution Learning For Facial Age Estimation 会议论文
, online, 2020-08
作者:  Wen Xin;  Li Biying;  Guo Haiyun;  Liu Zhiwei;  Hu Guosheng;  Tang Ming;  Wang Jinqiao
浏览  |  Adobe PDF(2989Kb)  |  收藏  |  浏览/下载：215/71  |  提交时间：2020/10/14
age estimation  distribution learning  meta-learning