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PKD: General Distillation Framework for Object Detectors via Pearson Correlation Coefficient 会议论文
, New Orleans, America, Monday November 28th through Friday December 9th
作者:  Weihan, Cao;  Yifan, Zhang;  Jianfei, Gao;  Anda, Cheng;  Ke, Cheng;  Jian, Cheng
Adobe PDF(2614Kb)  |  收藏  |  浏览/下载：98/26  |  提交时间：2023/06/21
Knowledge Distillation  Model Compression  Object Detection  
TBERT: Dynamic BERT Inference with Top-k Based Predictors 会议论文
, Antwerp, Belgium, 2023-4-17
作者:  Liu, Zejian;  Zhao, Kun;  Cheng, Jian
Adobe PDF(3426Kb)  |  收藏  |  浏览/下载：95/25  |  提交时间：2023/06/19
Transformer  Dynamic Inference  Pruning  
Hardware Acceleration of Fully Quantized BERT for Efficient Natural Language Processing 会议论文
Proceedings of the 2021 Design, Automation and Test in Europe, DATE 2021, Virtual, Online, 2021-2
作者:  Liu, Zejian;  Li, Gang;  Cheng, Jian
Adobe PDF(593Kb)  |  收藏  |  浏览/下载：61/28  |  提交时间：2023/06/19
基于软硬件协同设计的深度学习模型压缩与加速 学位论文
, 2023
作者:  刘泽健
Adobe PDF(10064Kb)  |  收藏  |  浏览/下载：93/5  |  提交时间：2023/06/18
软硬件协同设计  模型压缩  DNN 加速器  自动化优化  
DPNAS: Neural Architecture Search for Deep Learning with Differential Privacy 会议论文
, 线上, 2022-2
作者:  Cheng AD(程安达);  Wang JX(王家兴);  Zhang X(张希);  Chen Q(谌强);  Wang PS(王培松);  Cheng J(程健)
Adobe PDF(1135Kb)  |  收藏  |  浏览/下载：96/24  |  提交时间：2023/06/05
BSTG-Trans: A Bayesian Spatial-Temporal Graph Transformer for Long-term Pose Forecasting 期刊论文
IEEE Transactions on Multimedia, 2023, 卷号: Early Access, 期号: Early Access, 页码: Early Access
作者:  Shentong Mo;  Xin M(辛淼)
Adobe PDF(2209Kb)  |  收藏  |  浏览/下载：98/16  |  提交时间：2023/04/25
long-term forecasting  spatial-temporal graph transformer  Bayesian transformer  uncertainty estimation  
OsGG-Net: One-step Graph Generation Network for Unbiased Head Pose Estimation 会议论文
, Chengdu, China, October 20, 2021 - October 24, 2021
作者:  Shentong Mo;  Xin M(辛淼)
Adobe PDF(1865Kb)  |  收藏  |  浏览/下载：54/15  |  提交时间：2023/04/25
Graph Generation  Unbiased Head Pose Estimation  
EVA-GCN: Head Pose Estimation Based on Graph Convolutional Networks 会议论文
, Online, June 19, 2021 - June 25, 2021
作者:  Xin M(辛淼);  Shentong Mo;  Yuanze Lin
Adobe PDF(2238Kb)  |  收藏  |  浏览/下载：99/16  |  提交时间：2023/04/24
Head pose estimation  Graph Convolutional Networks  
D-TNet: Category-Awareness Based Difference-Threshold Alternative Learning Network for Remote Sensing Image Change Detection 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 卷号: 60, 页码: 1-16
作者:  Wan, Ling;  Tian, Ye;  Kang, Wenchao;  Ma, Lei
Adobe PDF(8963Kb)  |  收藏  |  浏览/下载：97/28  |  提交时间：2023/03/20
Category-awareness  change detection  optical remote sensing image  threshold learning  
Structural Attention Enhanced Continual Meta-Learning for Graph Edge Labeling Based Few-Shot Remote Sensing Scene Classification 期刊论文
Remote Sensing, 2022, 期号: 14, 页码: 485
作者:  Li FM(李非墨);  Li SB(李帅博);  Fan XX(樊鑫鑫);  Li X(李雄);  Chang HX(常红星)
Adobe PDF(2512Kb)  |  收藏  |  浏览/下载：215/60  |  提交时间：2022/04/06
remote sensing scene classification  few shot learning  continual meta-learning  graph transformer