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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：191/48  |  提交时间：2023/06/12
Multi-modal Foundation Model  Out-of-Distribution Generalization  Visual Question Answering  Knowledge Distillation  
Evo-ViT: Slow-Fast Token Evolution for Dynamic Vision Transformer 会议论文
, Online, 2022-3-1
作者:  Xu, Yifan;  Zhang, Zhijie;  Zhang, Mengdan;  Sheng, Kekai;  Li, Ke;  Dong, Weiming;  Zhang, Liqing;  Xu, Changsheng;  Sun, Xing
Adobe PDF(636Kb)  |  收藏  |  浏览/下载：279/67  |  提交时间：2022/06/14
Unsupervised Video Summarization via Relation-Aware Assignment Learning 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2021, 卷号: 23, 页码: 3203-3214
作者:  Gao, Junyu;  Yang, Xiaoshan;  Zhang, Yingying;  Xu, Changsheng
Adobe PDF(3649Kb)  |  收藏  |  浏览/下载：334/65  |  提交时间：2021/11/03
Feature extraction  Training  Optimization  Semantics  Recurrent neural networks  Task analysis  Graph neural network  unsupervised learning  video summarization  
Graph Convolutional Tracking 会议论文
, Long Beach, USA, 2019-6
作者:  Gao, Junyu;  Zhang, Tianzhu;  Xu, Changsheng
浏览  |  Adobe PDF(1645Kb)  |  收藏  |  浏览/下载：300/107  |  提交时间：2020/06/11
Multi-Objective Matrix Normalization for Fine-Grained Visual Recognition 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2020, 卷号: 29, 页码: 4996-5009
作者:  Min, Shaobo;  Yao, Hantao;  Xie, Hongtao;  Zha, Zheng-Jun;  Zhang, Yongdong
收藏  |  浏览/下载：264/0  |  提交时间：2020/06/02
Visualization  Graphics processing units  Feature extraction  Convergence  Optimization  Covariance matrices  Training  Fine-grained visual recognition  bilinear pooling  matrix normalization  multi-objective optimization  
Online Multimodal Multiexpert Learning for Social Event Tracking 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2018, 卷号: 20, 期号: 10, 页码: 2733-2748
作者:  Shengsheng Qian;  Tianzhu Zhang;  Changsheng Xu
浏览  |  Adobe PDF(4742Kb)  |  收藏  |  浏览/下载：338/97  |  提交时间：2019/09/25
Social Event Tracking  Topic Model  Social Media  Topic Evolution  Multimodality  
P2T: Part-to-Target Tracking via Deep Regression Learning 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2018, 卷号: 27, 期号: 6, 页码: 3074-3086
作者:  Gao, Junyu;  Zhang, Tianzhu;  Yang, Xiaoshan;  Xu, Changsheng
浏览  |  Adobe PDF(5803Kb)  |  收藏  |  浏览/下载：403/111  |  提交时间：2018/10/10
Visual Tracking  Deep Learning  Part-based Tracker  
Realistic Procedural Plant Modeling from Multiple View Images 期刊论文
IEEE Transactions on Visualization and Computer Graphics, 2020, 卷号: 26, 期号: 2, 页码: 1372-1384
作者:  Jianwei Guo;  Shibiao Xu;  Dong-Ming Yan;  Zhanglin Cheng;  Marc Jaeger;  Xiaopeng Zhang
浏览  |  Adobe PDF(24904Kb)  |  收藏  |  浏览/下载：466/92  |  提交时间：2018/10/01
Three-dimensional Displays  Solid Modeling  Computational Modeling  Image Reconstruction  Shape  Geometry  Vegetation  
Distinguishing Between Natural and Computer-Generated Images Using Convolutional Neural Networks 期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2018, 卷号: 13, 期号: 11, 页码: 2772-2787
作者:  Quan, Weize;  Wang, Kai;  Yan, Dong-Ming;  Zhang, Xiaopeng
浏览  |  Adobe PDF(8950Kb)  |  收藏  |  浏览/下载：481/153  |  提交时间：2018/10/01
Image forensics  natural image  computer-generated image  convolutional neural network  robustness  local-to-global strategy  visualization  
Tree Growth Modelling Constrained by Growth Equations 期刊论文
COMPUTER GRAPHICS FORUM, 2018, 卷号: 37, 期号: 1, 页码: 239-253
作者:  Yi, Lei;  Li, Hongjun;  Guo, Jianwei;  Deussen, Oliver;  Zhang, Xiaopeng;  Guo, Jianwei, Zhang, Xiaopeng
浏览  |  Adobe PDF(3052Kb)  |  收藏  |  浏览/下载：384/78  |  提交时间：2017/12/29
Tree Modelling  Integrated Growth Modelling  Growth Equations