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Posts by Collection
portfolio
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publications
Video Description with Spatial-Temporal Attention
Published in ACM International Conference on Multimedia (ACM MM), 1014–1022, 2017
Yunbin Tu, Xishan Zhang, Bingtao Liu, Chenggang Yan.
STAT: Spatial-Temporal Attention Mechanism for Video Captioning
Published in IEEE Transactions on Multimedia (TMM, Impact Factor: 7.3), 22 (1): 229-241, June, 2019
Chenggang Yan, Yunbin Tu, Xingzheng Wang, Yongbing Zhang, Xinhong Hao, Yongdong Zhang, Qionghai Dai.
2017
Enhancing the alignment between target words and corresponding frames for video captioning
Published in Pattern Recognition (PR, Impact Factor: 8.0), 111: 107702, November, 2020
Yunbin Tu, Chang Zhou, Junjun Guo, Shengxiang Gao, Zhengtao Yu.
2019
Semantic Relation-aware Difference Representation Learning for Change Captioning
Published in Findings of the Association for Computational Linguistics (Findings of ACL, Long), 63–73, 2021
Yunbin Tu, Tingting Yao, Liang Li, Jiedong Lou, Shengxiang Gao, Zhengtao Yu, Chenggang Yan.
2020
R3Net:Relation-embedded Representation Reconstruction Network for Change Captioning
Published in Conference on Empirical Methods in Natural Language Processing (EMNLP, Long), 9319–9329, 2021
Yunbin Tu, Liang Li, Chenggang Yan, Shengxiang Gao, Zhengtao Yu.
Long Short-Term Relation Transformer with Global Gating for Video Captioning
Published in IEEE Transactions on Image Processing (TIP, Impact Factor: 10.6), 31: 2726-2738, March, 2022
Liang Li, Xingyu Gao, Jincan Deng, Yunbin Tu, Zheng-Jun Zha, Qingming Huang.
[PDF]
2021
LS-GAN: Iterative Language-based Image Manipulation via Long and Short Term Consistency Reasoning
Published in ACM International Conference on Multimedia (ACM MM), 4496–4504, 2022
Gaoxiang Cong, Liang Li, Zhenhuan Liu, Yunbin Tu, Weijun Qin, Shenyuan Zhang, Chenggang Yan, Wenyu Wang, Bin Jiang.
I2Transformer: Intra- and Inter-relation Embedding Transformer for TV Show Captioning
Published in IEEE Transactions on Image Processing (TIP, Impact Factor: 10.6), 31: 3565-3577, March, 2022
Yunbin Tu, Liang Li, Li Su, Shengxiang Gao, Chenggang Yan, Zheng-Jun Zha, Zhengtao Yu, Qingming Huang.
I3N: Intra- and Inter-representation Interaction Network for Change Captioning
Published in IEEE Transactions on Multimedia (TMM, Impact Factor: 7.3), 25: 8828-8841, February, 2023
Shengbin Yue, Yunbin Tu, Liang Li, Ying Yang, Shengxiang Gao, Zhengtao Yu.
[PDF]
2022
Neighborhood Contrastive Transformer for Change Captioning
Published in IEEE Transactions on Multimedia (TMM, Impact Factor: 7.3), 25: 9518-9529, March, 2023
Yunbin Tu, Liang Li, Li Su, Ke Lu, Qingming Huang.
Relation-aware Attention for Video Captioning via Graph Learning
Published in Pattern Recognition (PR, Impact Factor: 8.0), 136: 109204, April, 2023
Yunbin Tu, Chang Zhou, Junjun Guo, Huafeng Li, Shengxiang Gao, Zhengtao Yu.
[PDF]
Viewpoint-Adaptive Representation Disentanglement Network for Change Captioning
Published in IEEE Transactions on Image Processing (TIP, Impact Factor: 10.6), 32: 2620-2635, April, 2023
Yunbin Tu, Liang Li, Li Su, Junping Du, Ke Lu, Qingming Huang.
Self-supervised Cross-view Representation Reconstruction for Change Captioning
Published in IEEE/CVF International Conference on Computer Vision (ICCV), 2805-2815, 2023
Yunbin Tu, Liang Li, Li Su, Zheng-Jun Zha, Chenggang Yan, Qingming Huang.
SMART: Syntax-calibrated Multi-Aspect Relation Transformer for Change Captioning
Published in IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI, Impact Factor:20.8), 46(07): 4926-4943, January, 2024
Yunbin Tu, Liang Li, Li Su, Zheng-Jun Zha, Qingming Huang.
2023
Context-aware Difference Distilling for Multi-change Captioning
Published in Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (ACL, Long Paper), 7941–7956, 2024
Yunbin Tu, Liang Li, Li Su, Zheng-Jun Zha, Chenggang Yan, Qingming Huang.
Distractors-Immune Representation Learning with Cross-modal Contrastive Regularization for Change Captioning
Published in European Conference on Computer Vision (ECCV), 311-328, 2024
Yunbin Tu, Liang Li, Li Su, Chenggang Yan, Qingming Huang.
talks
Talk 1 on Relevant Topic in Your Field
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Conference Proceeding talk 3 on Relevant Topic in Your Field
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teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
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Teaching experience 2
Workshop, University 1, Department, 2015
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