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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：78/11  |  提交时间：2023/11/16
Vision-language model  prompt tuning  over-fitting  subspace learning  gradient projection  
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：151/41  |  提交时间：2023/06/12
Multi-modal Foundation Model  Out-of-Distribution Generalization  Visual Question Answering  Knowledge Distillation  
Relative Alignment Network for Source-Free Multimodal Video Domain Adaptation 会议论文
MM '22: Proceedings of the 30th ACM International Conference on Multimedia, Lisboa, Portugal, 2022.10.10—2022.10.14
作者:  Huang Yi;  Yang Xiaoshan;  Zhang Ji;  Xu Changsheng
Adobe PDF(1264Kb)  |  收藏  |  浏览/下载：151/64  |  提交时间：2023/06/21
Geometry Sensitive Cross-Modal Reasoning for Composed Query Based Image Retrieval 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2022, 卷号: 31, 页码: 1000-1011
作者:  Zhang, Feifei;  Xu, Mingliang;  Xu, Changsheng
收藏  |  浏览/下载：213/0  |  提交时间：2022/02/16
Visualization  Image retrieval  Semantics  Cognition  Geometry  Task analysis  Electronic mail  Composed query based image retrieval  semantic gap  spatial structure  inter-modal attention  text-guided visual reasoning  
Many Hands Make Light Work: Transferring Knowledge from Auxiliary Tasks for Video-Text Retrieval 期刊论文
IEEE Transactions on Multimedia, 2022, 页码: 1-15
作者:  Wang, Wei;  Gao, Junyu;  Yang, Xiaoshan;  Xu, Changsheng
Adobe PDF(3679Kb)  |  收藏  |  浏览/下载：89/17  |  提交时间：2023/04/25
Weakly-Supervised Video Object Grounding Via Learning Uni-Modal Associations 期刊论文
IEEE Transactions on Multimedia, 2022, 卷号: 25, 页码: 1-12
作者:  Wang, Wei;  Gao, Junyu;  Xu, Changsheng
Adobe PDF(5406Kb)  |  收藏  |  浏览/下载：76/21  |  提交时间：2023/04/25
Visualization  Grounding  Task analysis  Prototypes  Annotations  Uncertainty  Proposals  Cross-modal retrieval  weakly-supervised learning  video object grounding  uni-modal association  
Active Universal Domain Adaptation 会议论文
2021 IEEE/CVF International Conference on Computer Vision (ICCV), Montreal, QC, Canada, 11-17 October 2019
作者:  Ma, Xinhong;  Gao, Junyu;  Xu, Changsheng
Adobe PDF(2052Kb)  |  收藏  |  浏览/下载：208/50  |  提交时间：2022/06/17
Multimodal Global Relation Knowledge Distillation for Egocentric Action Anticipation 会议论文
MM '21: Proceedings of the 29th ACM International Conference on Multimedia, Chengdu, China, 2021.10.20—2021.10.24
作者:  Huang Yi;  Yang Xiaoshan;  Xu Changsheng
Adobe PDF(1162Kb)  |  收藏  |  浏览/下载：132/53  |  提交时间：2023/06/21
Text Style Transfer With Decorative Elements 会议论文
International Conference on Multimedia Information Processing and Retrieval, Tokyo, Japan, September 10, 2021
作者:  Yuting,Ma;  Fan,Tang;  Weiming,Dong;  Changsheng,Xu
Adobe PDF(8683Kb)  |  收藏  |  浏览/下载：282/63  |  提交时间：2021/06/17
text style transfer, decorative elements extraction, decoration recomposition  
The Model May Fit You: User-Generalized Cross-Modal Retrieval 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2021, 卷号: 24, 页码: 2998-3012
作者:  Ma, Xinhong;  Yang, Xiaoshan;  Gao, Junyu;  Xu, Changsheng
Adobe PDF(6549Kb)  |  收藏  |  浏览/下载：225/46  |  提交时间：2022/06/17
cross-modal retrieval  domain generalization  meta-learning