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中国科学院计算技术研究所机构知识库
Institute of Computing Technology, Chinese Academy IR
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Task-Feature Collaborative Learning with Application to Personalized Attribute Prediction
期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2021, 卷号: 43, 期号: 11, 页码: 4094-4110
作者:
Yang, Zhiyong
;
Xu, Qianqian
;
Cao, Xiaochun
;
Huang, Qingming
收藏
  |  
浏览/下载:58/0
  |  
提交时间:2021/12/01
Task analysis
Convergence
Predictive models
Diseases
Collaborative work
Optimization
Training
Block diagonal structural learning
negative transfer
multi-task learning
global convergence
Harmonized Multimodal Learning with Gaussian Process Latent Variable Models
期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2021, 卷号: 43, 期号: 3, 页码: 858-872
作者:
Song, Guoli
;
Wang, Shuhui
;
Huang, Qingming
;
Tian, Qi
收藏
  |  
浏览/下载:44/0
  |  
提交时间:2021/12/01
Multimodal learning
Gaussian process
latent variable modeling
cross-modal retrieval
DPANet: Depth Potentiality-Aware Gated Attention Network for RGB-D Salient Object Detection
期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2021, 卷号: 30, 页码: 7012-7024
作者:
Chen, Zuyao
;
Cong, Runmin
;
Xu, Qianqian
;
Huang, Qingming
收藏
  |  
浏览/下载:47/0
  |  
提交时间:2021/12/01
Logic gates
Object detection
Contamination
Task analysis
Saliency detection
Computer science
Image color analysis
Salient object detection
RGB-D images
depth potentiality perception
gated multi-modality attention
Neural Collaborative Preference Learning With Pairwise Comparisons
期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2021, 卷号: 23, 页码: 1977-1989
作者:
Li, Zhaopeng
;
Xu, Qianqian
;
Jiang, Yangbangyan
;
Ma, Ke
;
Cao, Xiaochun
;
Huang, Qingming
收藏
  |  
浏览/下载:34/0
  |  
提交时间:2022/06/21
Recommender system
collaborative ranking
neural networks
preference ranking
Learning Feature Representation and Partial Correlation for Multimodal Multi-Label Data
期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2021, 卷号: 23, 页码: 1882-1894
作者:
Song, Guoli
;
Wang, Shuhui
;
Huang, Qingming
;
Tian, Qi
收藏
  |  
浏览/下载:47/0
  |  
提交时间:2021/12/01
Semantics
Correlation
Task analysis
Data models
Learning systems
Kernel
Deep learning
Cross-modal retrieval
correlation learning
feature learning
partial correlation
Graph Regularized Encoder-Decoder Networks for Image Representation Learning
期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2021, 卷号: 23, 页码: 3124-3136
作者:
Yang, Shijie
;
Li, Liang
;
Wang, Shuhui
;
Zhang, Weigang
;
Huang, Qingming
;
Tian, Qi
收藏
  |  
浏览/下载:45/0
  |  
提交时间:2021/12/01
Laplace equations
Visualization
Manifolds
Image reconstruction
Task analysis
Decoding
Semantics
Auto-encoder
encoder-decoder
graph regularizer
image representation learning
Augmented Adversarial Training for Cross-Modal Retrieval
期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2021, 卷号: 23, 页码: 559-571
作者:
Wu, Yiling
;
Wang, Shuhui
;
Song, Guoli
;
Huang, Qingming
收藏
  |  
浏览/下载:44/0
  |  
提交时间:2021/12/01
Cross-modal retrieval
data alignment
adversa-rial training
Two-stream deep sparse network for accurate and efficient image restoration
期刊论文
COMPUTER VISION AND IMAGE UNDERSTANDING, 2020, 卷号: 200, 页码: 11
作者:
Wang, Shuhui
;
Hu, Ling
;
Li, Liang
;
Zhang, Weigang
;
Huang, Qingming
收藏
  |  
浏览/下载:303/0
  |  
提交时间:2020/12/10
Two-stream sparse network
Image restoration
Image super-resolution
Image denoising
Detecting Small Objects Using a Channel-Aware Deconvolutional Network
期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2020, 卷号: 30, 期号: 6, 页码: 1639-1652
作者:
Duan, Kaiwen
;
Du, Dawei
;
Qi, Honggang
;
Huang, Qingming
收藏
  |  
浏览/下载:51/0
  |  
提交时间:2020/12/10
Object detection
Feature extraction
Training
Birds
Deconvolution
Proposals
Detectors
Small object detection
channel-aware deconvolution
multi-RPN
anchor matching
Online Fast Adaptive Low-Rank Similarity Learning for Cross-Modal Retrieval
期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2020, 卷号: 22, 期号: 5, 页码: 1310-1322
作者:
Wu, Yiling
;
Wang, Shuhui
;
Huang, Qingming
收藏
  |  
浏览/下载:72/0
  |  
提交时间:2020/12/10
Semantics
Correlation
Training
Data models
Visualization
Adaptation models
Fasteners
Cross-modality learning
similarity function learning
online learning
low-rank matrix