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Recovering Generalization via Pre-training-like Knowledge Distillation for Out-of-Distribution Visual Question Answering 期刊论文
IEEE Transactions on Multimedia, 2023, 页码: 1-15
作者:  Song, Yaguang;  Yang, Xiaoshan;  Wang, Yaowei;  Xu, Changsheng
Adobe PDF(2397Kb)  |  收藏  |  浏览/下载：176/47  |  提交时间：2023/06/12
Multi-modal Foundation Model  Out-of-Distribution Generalization  Visual Question Answering  Knowledge Distillation  
领域跨媒体知识表达与推理技术研究 学位论文
, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022
作者:  张莹莹
Adobe PDF(13493Kb)  |  收藏  |  浏览/下载：428/16  |  提交时间：2022/06/22
知识图谱  表示学习  多模态  推理  
Content-Based Visual Summarization for Image Collections 期刊论文
IEEE Transactions on Visualization and Computer Graphics, 2019, 期号: 0, 页码: 1-1
作者:  Pan, Xingjia;  Tang, Fan;  Dong, Weiming;  Ma, Chongyang;  Meng, Yiping;  Huang, Feiyue;  Lee, Tong-yee;  Xu, Changsheng
浏览  |  Adobe PDF(26249Kb)  |  收藏  |  浏览/下载：268/45  |  提交时间：2020/12/18
Collage  layout  hidden-topic  tree-based  content-aware  summeration  
Deep Multi-Modality Adversarial Networks for Unsupervised Domain Adaptation 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2019, 卷号: 21, 期号: 9, 页码: 2419-2431
作者:  Ma, Xinhong;  Zhang, Tianzhu;  Xu, Changsheng
Adobe PDF(2142Kb)  |  收藏  |  浏览/下载：342/42  |  提交时间：2019/12/16
Unsupervised domain adaptation  triplet loss  stacked attention  multi-modality  social event recognition  
Robust C-Loss Kernel Classifiers 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 3, 页码: 510-522
作者:  Xu, Guibiao;  Hu, Bao-Gang;  Principe, Jose C.
浏览  |  Adobe PDF(3169Kb)  |  收藏  |  浏览/下载：393/157  |  提交时间：2018/01/05
Correntropy  Half-quadratic (Hq) Optimization  Kernel Classifier  Loss Function  
Centroid-aware local discriminative metric learning in speaker verification 期刊论文
PATTERN RECOGNITION, 2017, 卷号: 72, 期号: 72, 页码: 176-185
作者:  Sheng, Kekai;  Dong, Weiming;  Li, Wei;  Razik, Joseph;  Huang, Feiyue;  Hu, Baogang
浏览  |  Adobe PDF(2013Kb)  |  收藏  |  浏览/下载：429/111  |  提交时间：2018/01/02
Text-independent Asv  Centroid-aware Balanced Boosting Sampling  Adaptive Neighborhood Component Analysis  Linear Magnet  
Error-Bounded and Feature Preserving Surface Remeshing with Minimal Angle Improvement 期刊论文
IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS, 2017, 卷号: 23, 期号: 12, 页码: 2560-2573
作者:  Hu, Kaimo;  Yan, Dong-Ming;  Bommes, David;  Alliez, Pierre;  Benes, Bedrich
浏览  |  Adobe PDF(8458Kb)  |  收藏  |  浏览/下载：386/105  |  提交时间：2017/02/25
Surface Remeshing  Error-bounded  Feature Preserving  Minimal Angle Improvement  Saliency Function  
Semantic Feature Mining for Video Event Understanding 期刊论文
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2016, 卷号: 12, 期号: 4, 页码: 55:1-55:22
作者:  Yang, Xiaoshan;  Zhang, Tianzhu;  Xu, Changsheng
浏览  |  Adobe PDF(910Kb)  |  收藏  |  浏览/下载：488/159  |  提交时间：2016/12/26
Video Recognition  Event  
Compressive sensing for noisy solder joint imagery based on convex optimization 期刊论文
SOLDERING & SURFACE MOUNT TECHNOLOGY, 2016, 卷号: 28, 期号: 2, 页码: 114-122
作者:  Zhao, Huihuang;  Chen, Jianzhen;  Xu, Shibiao;  Wang, Ying;  Qiao, Zhijun
浏览  |  Adobe PDF(425Kb)  |  收藏  |  浏览/下载：340/127  |  提交时间：2016/10/20
Noisy Solder Joint Imagery  Compressive Sensing (Cs)  Convex Optimization  Gradient-based Method  Orthogonal Matching Pursuit  Greedy Basis Pursuit  Subspace Pursuit And Compressive Sampling Matching Pursuit  Iterative Re-weighted Least Squares  
Automatic Constraint Detection for 2D Layout Regularization 期刊论文
IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS, 2016, 卷号: 22, 期号: 8, 页码: 1933-1944
作者:  Jiang, Haiyong;  Nan, Liangliang;  Yan, Dong-Ming;  Dong, Weiming;  Zhang, Xiaopeng;  Wonka, Peter;  Dong-Ming Yan
浏览  |  Adobe PDF(1504Kb)  |  收藏  |  浏览/下载：433/111  |  提交时间：2016/10/20
Layout Regularization  Constraint Detection  Constraint Analysis  Linear Integer Programming