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Robust Multitask Learning With Sample Gradient Similarity 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2023, 页码: 10
作者:  Peng, Xinyu;  Chang, Cheng;  Wang, Fei-Yue;  Li, Li
收藏  |  浏览/下载:118/0  |  提交时间:2023/12/21
Deep learning  Automation  multitask learning  sample gradient  sample reweighting  task reweighting  
MetaScenario: A Framework for Driving Scenario Data Description, Storage and Indexing 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2023, 卷号: 8, 期号: 2, 页码: 1156-1175
作者:  Chang, Cheng;  Cao, Dongpu;  Chen, Long;  Su, Kui;  Su, Kuifeng;  Su, Yuelong;  Wang, Fei-Yue;  Wang, Jue;  Wang, Ping;  Wei, Junqing;  Wu, Gansha;  Wu, Xiangbin;  Xu, Huile;  Zheng, Nanning;  Li, Li
收藏  |  浏览/下载:182/0  |  提交时间:2023/11/17
Cameras  Laser radar  Autonomous vehicles  Roads  Annotations  Trajectory  Indexing  Driving scenario  data storage  data indexing  
MixGradient: A gradient-based re-weighting scheme with mixup for imbalanced data streams 期刊论文
NEURAL NETWORKS, 2023, 卷号: 161, 页码: 525-534
作者:  Peng, Xinyu;  Wang, Fei-Yue;  Li, Li
收藏  |  浏览/下载:76/0  |  提交时间:2023/11/17
Deep learning  Imbalanced data streams  Sample gradient  Typical samples  Mixup  
Towards Better Generalization of Deep Neural Networks via Non-Typicality Sampling Scheme 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 11
作者:  Peng, Xinyu;  Wang, Fei-Yue;  Li, Li
收藏  |  浏览/下载:201/0  |  提交时间:2022/06/06
Training  Estimation  Deep learning  Standards  Optimization  Noise measurement  Convergence  Deep learning  generalization performance  nontypicality sampling scheme  stochastic gradient descent (SGD)