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Boosting Multi-modal Ocular Recognition via Spatial Feature Reconstruction and Unsupervised Image Quality Estimation 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 1, 页码: 197-214
Authors:  Zihui Yan
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Iris recognition, periocular recognition, spatial feature reconstruction, fully convolutional network, flexible matching, unsupervised iris quality assessment, adaptive weight fusion  
深度神经网络在噪声标签下的学习行为研究 学位论文
, 2023
Authors:  罗曜儒
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深度神经网络  噪声标签  鲁棒性  小损失假说  元结构  
基于有限标注数据的图像识别方法研究 学位论文
, 2023
Authors:  马成丞
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图像识别  深度学习  半监督学习  小样本学习  
Understanding and Mitigating Overfitting in Prompt Tuning for Vision-Language Models 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2023, 卷号: 33, 期号: 9, 页码: 4616-4629
Authors:  Ma, Chengcheng;  Liu, Yang;  Deng, Jiankang;  Xie, Lingxi;  Dong, Weiming;  Xu, Changsheng
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Vision-language model  prompt tuning  over-fitting  subspace learning  gradient projection  
面向文本理解的对抗攻防方法研究 学位论文
, 2023
Authors:  施家辉
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对抗攻击  对抗样本  对抗防守  深度神经网络  自然语言处理  
Towards Better Word Importance Ranking in Textual Adversarial Attacks 会议论文
, Gold Coast, Australia, June 18-23, 2023
Authors:  Shi, Jiahui;  Li, Linjing;  Zeng, Daniel Dajun
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Boosting deep cross-modal retrieval hashing with adversarially robust training 期刊论文
APPLIED INTELLIGENCE, 2023, 页码: 13
Authors:  Zhang, Xingwei;  Zheng, Xiaolong;  Mao, Wenji;  Zeng, Daniel Dajun
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Cross-modal retrieval  Adversarial training  Deep hashing model  Deep neural network  
OpenMix: Exploring Outlier Samples for Misclassification Detection 会议论文
, Vancouver canada, Jun 18-22, 2023
Authors:  Zhu Fei (朱飞);  Zhen Cheng;  Xu-Yao Zhang;  Cheng-Lin Liu
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面向开放世界分类的可信与增量学习 学位论文
, 2023
Authors:  朱飞
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深度学习  开放世界分类  可信学习  置信度估计  增量学习  
基于深度强化学习的超车换道决策方法 学位论文
, 2023
Authors:  王俊杰
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深度强化学习,自动驾驶,换道决策,基于模型值扩展,动力学泛化