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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
作者:
Ma, Chengcheng
;
Liu, Yang
;
Deng, Jiankang
;
Xie, Lingxi
;
Dong, Weiming
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2023/11/16
Vision-language model
prompt tuning
over-fitting
subspace learning
gradient projection
ScoreMix: A Scalable Augmentation Strategy for Training GANs With Limited Data
期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 7, 页码: 8920-8935
作者:
Cao, Jie
;
Luo, Mandi
;
Yu, Junchi
;
Yang, Ming-Hsuan
;
He, Ran
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2023/11/17
Generative adversarial networks
image synthesis
data augmentation
few-shot image-to-image translation
Joint Expression Synthesis and Representation Learning for Facial Expression Recognition
期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2022, 卷号: 32, 期号: 3, 页码: 1681-1695
作者:
Zhang, Xi
;
Zhang, Feifei
;
Xu, Changsheng
收藏
  |  
浏览/下载:17/0
  |  
提交时间:2022/06/06
Face recognition
Task analysis
Generative adversarial networks
Image synthesis
Image recognition
Faces
Training
Facial expression recognition
facial image synthesis
generative adversarial network
representation learning
Memory-Modulated Transformer Network for Heterogeneous Face Recognition
期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2022, 卷号: 17, 页码: 2095-2109
作者:
Luo, Mandi
;
Wu, Haoxue
;
Huang, Huaibo
;
He, Weizan
;
He, Ran
收藏
  |  
浏览/下载:17/0
  |  
提交时间:2022/07/25
Face recognition
Task analysis
Transformers
Encoding
Feature extraction
Image recognition
Memory modules
Heterogeneous face recognition
style transformer
memory network
Composition analysis of ceramic raw materials using laser-induced breakdown spectroscopy and autoencoder neural network
期刊论文
ANALYTICAL METHODS, 2022, 卷号: 14, 期号: 13, 页码: 1320-1328
作者:
Lv ZJ(吕尊记)
;
Yu, Hongxia
;
Sun LX(孙兰香)
;
Zhang P(张鹏)
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  |  
浏览/下载:14/0
  |  
提交时间:2022/03/31
Toward a Brain-Inspired Developmental Neural Network Based on Dendritic Spine Dynamics
期刊论文
NEURAL COMPUTATION, 2021, 卷号: 34, 期号: 1, 页码: 172-189
作者:
Zhao, Feifei
;
Zeng, Yi
;
Bai, Jun
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  |  
浏览/下载:27/0
  |  
提交时间:2022/01/27
Deep InterBoost networks for small-sample image classification
期刊论文
NEUROCOMPUTING, 2021, 卷号: 456, 页码: 492-503
作者:
Li, Xiaoxu
;
Chang, Dongliang
;
Ma, Zhanyu
;
Tan, Zheng-Hua
;
Xue, Jing-Hao
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2021/10/14
Ensemble learning
Deep neural network
Small-sample image classification
Overfitting
Heterogeneous Relational Graph Neural Networks with Adaptive Objective for End-to-End Task-Oriented Dialogue
期刊论文
KNOWLEDGE-BASED SYSTEMS, 2021, 卷号: 227, 页码: 12
作者:
Liu, Qingbin
;
Bai, Guirong
;
He, Shizhu
;
Liu, Cao
;
Liu, Kang
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  |  
浏览/下载:50/0
  |  
提交时间:2021/11/02
End-to-end task-oriented dialogue
Heterogeneous relational graph neural
networks
Shared-private parameterization
Hierarchical attention mechanism
Adaptive objective
FewHshot image classification method based on sliding feature vectors
期刊论文
Jilin Daxue Xuebao (Gongxueban)/Journal of Jilin University (Engineering and Technology Edition), 2021, 卷号: 51, 期号: 5, 页码: 1785-1791
作者:
Cao, Jie
;
Qu, Xue
;
Li, Xiao-Xu
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2022/02/17
Query processing
Vector spaces
Class distributions
Classification methods
Computer applications technologies
Feature space
Features vector
Few-shot learning
Images classification
Local feature
Metric learning
Misclassifications
Separation and analysis method of overlapping absorption spectra with cross interference in gas mixture measurement
期刊论文
ACTA PHYSICA SINICA, 2021, 卷号: 70
作者:
Wang Qian-Jin
;
Sun Peng-Shuai
;
Zhang Zhi-Rong
;
Zhang Le-Wen
;
Yang Xi
收藏
  |  
浏览/下载:25/0
  |  
提交时间:2021/08/30
tunable diode laser absorption spectroscopy (TDLAS)
gas mixture
overlapping spectral lines
support vector regression
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