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CASIA OpenIR
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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;  Xu, Changsheng
Adobe PDF(1644Kb)  |  收藏  |  浏览/下载：91/12  |  提交时间：2023/11/16
Vision-language model  prompt tuning  over-fitting  subspace learning  gradient projection  
Emotion-Aware Music Driven Movie Montage 期刊论文
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2023, 卷号: 38, 期号: 3, 页码: 540-553
作者:  Liu, Wu-Qin;  Lin, Min-Xuan;  Huang, Hai-Bin;  Ma, Chong-Yang;  Song, Yu;  Dong, Wei-Ming;  Xu, Chang-Sheng
收藏  |  浏览/下载：92/0  |  提交时间：2023/12/21
movie montage  emotion analysis  audio-visual modality  contrastive learning  
Domain-invariant Graph for Adaptive Semi-supervised Domain Adaptation 期刊论文
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2022, 卷号: 18, 期号: 3, 页码: 18
作者:  Li, Jinfeng;  Liu, Weifeng;  Zhou, Yicong;  Yu, Jun;  Tao, Dapeng;  Xu, Changsheng
收藏  |  浏览/下载：238/0  |  提交时间：2022/06/10
Domain adaptation  domain-invariant graph  the Nystrom method  few labeled source samples  
Dynamic Graph Learning Convolutional Networks for Semi-supervised Classification 期刊论文
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2021, 卷号: 17, 期号: 1, 页码: 13
作者:  Fu, Sichao;  Liu, Weifeng;  Guan, Weili;  Zhou, Yicong;  Tao, Dapeng;  Xu, Changsheng
收藏  |  浏览/下载：165/0  |  提交时间：2021/06/15
Graph representation learning  graph convolutional networks  semisupervised classification  
Unified Cross-domain Classification via Geometric and Statistical Adaptations 期刊论文
PATTERN RECOGNITION, 2021, 卷号: 110, 页码: 9
作者:  Liu, Weifeng;  Li, Jinfeng;  Liu, Baodi;  Guan, Weili;  Zhou, Yicong;  Xu, Changsheng
收藏  |  浏览/下载：193/0  |  提交时间：2021/01/06
Domain adaptation  Statistical adaptation  Maximum mean discrepancy (MMD)  Geometric adaptation  Nystrom method  
Find objects and focus on highlights: Mining object semantics for video highlight detection via graph neural networks 会议论文
, Palo Alto, California USA, 2020-02-07
作者:  Zhang, Yingying;  Gao, Junyu;  Yang, Xiaoshan;  Liu, Chang;  Li, Yan;  Xu, Changsheng
收藏  |  浏览/下载：62/0  |  提交时间：2023/04/25
Video Highlight Detection via Region-Based Deep Ranking Model 期刊论文
INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE, 2019, 卷号: 33, 期号: 7, 页码: 14
作者:  Jiao, Yifan;  Zhang, Tianzhu;  Huang, Shucheng;  Liu, Bin;  Xu, Changsheng
收藏  |  浏览/下载：252/0  |  提交时间：2019/09/30
Video highlight detection  position-sensitive  fully convolutional network  
A(2) CMHNE: Attention-Aware Collaborative Multimodal Heterogeneous Network Embedding 期刊论文
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2019, 卷号: 15, 期号: 2, 页码: 17
作者:  Hu, Jun;  Qian, Shengsheng;  Fang, Quan;  Liu, Xueliang;  Xu, Changsheng
收藏  |  浏览/下载：228/0  |  提交时间：2019/12/16
Network embedding  multimodal  heterogeneous network  
A2CMHNE: Attention-Aware Collaborative Multimodal Heterogeneous Network Embedding 期刊论文
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2019, 卷号: 15, 期号: 2, 页码: 1-17
作者:  Jun Hu;  Shengsheng Qian;  Quan Fang;  Xueliang Liu;  Changsheng Xu
浏览  |  Adobe PDF(4471Kb)  |  收藏  |  浏览/下载：249/76  |  提交时间：2019/09/26
Network Embedding  Multimodal  Heterogeneous Network  
Correlation Particle Filter for Visual Tracking 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2018, 卷号: 27, 期号: 6, 页码: 2676-2687
作者:  Zhang, Tianzhu;  Liu, Si;  Xu, Changsheng;  Liu, Bin;  Yang, Ming-Hsuan
收藏  |  浏览/下载：210/0  |  提交时间：2018/02/07
Visual Tracking  Correlation Filter  Particle Filter