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Self-supervised Audiovisual Representation Learning for Remote Sensing Data

Aug 02, 2021
Konrad Heidler, Lichao Mou, Di Hu, Pu Jin, Guangyao Li, Chuang Gan, Ji-Rong Wen, Xiao Xiang Zhu

* This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible 

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Not All Knowledge Is Created Equal

Jun 02, 2021
Ziyun Li, Xinshao Wang, Haojin Yang, Di Hu, Neil M. Robertson, David A. Clifton, Christoph Meinel

* Selective mutual knowledge distillation 

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Unsupervised Multi-Source Domain Adaptation for Person Re-Identification

Apr 27, 2021
Zechen Bai, Zhigang Wang, Jian Wang, Di Hu, Errui Ding

* CVPR 2021 Oral 

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Cyclic Co-Learning of Sounding Object Visual Grounding and Sound Separation

Apr 05, 2021
Yapeng Tian, Di Hu, Chenliang Xu

* CVPR 2021 

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Temporal Relational Modeling with Self-Supervision for Action Segmentation

Dec 14, 2020
Dong Wang, Di Hu, Xingjian Li, Dejing Dou

* Accepted by the Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI-21) 

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Towards Accurate Knowledge Transfer via Target-awareness Representation Disentanglement

Oct 16, 2020
Xingjian Li, Di Hu, Xuhong Li, Haoyi Xiong, Zhi Ye, Zhipeng Wang, Chengzhong Xu, Dejing Dou

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Discriminative Sounding Objects Localization via Self-supervised Audiovisual Matching

Oct 12, 2020
Di Hu, Rui Qian, Minyue Jiang, Xiao Tan, Shilei Wen, Errui Ding, Weiyao Lin, Dejing Dou

* To appear in NeurIPS 2020. Previous Title: Learning to Discriminatively Localize Sounding Objects in a Cocktail-party Scenario 

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Multiple Sound Sources Localization from Coarse to Fine

Jul 14, 2020
Rui Qian, Di Hu, Heinrich Dinkel, Mengyue Wu, Ning Xu, Weiyao Lin

* to appear in ECCV 2020 

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Cross-Task Transfer for Multimodal Aerial Scene Recognition

May 18, 2020
Di Hu, Xuhong Li, Lichao Mou, Pu Jin, Dong Chen, Liping Jing, Xiaoxiang Zhu, Dejing Dou

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Ambient Sound Helps: Audiovisual Crowd Counting in Extreme Conditions

May 16, 2020
Di Hu, Lichao Mou, Qingzhong Wang, Junyu Gao, Yuansheng Hua, Dejing Dou, Xiao Xiang Zhu

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Curriculum Audiovisual Learning

Jan 26, 2020
Di Hu, Zheng Wang, Haoyi Xiong, Dong Wang, Feiping Nie, Dejing Dou

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Listen to the Image

Apr 19, 2019
Di Hu, Dong Wang, Xuelong Li, Feiping Nie, Qi Wang

* Accepted by CVPR2019 

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Dense Multimodal Fusion for Hierarchically Joint Representation

Oct 08, 2018
Di Hu, Feiping Nie, Xuelong Li

* 10 pages, 4 figures 

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Deep LDA Hashing

Oct 08, 2018
Di Hu, Feiping Nie, Xuelong Li

* 10 pages, 3 figures 

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Deep Co-Clustering for Unsupervised Audiovisual Learning

Jul 10, 2018
Di Hu, Feiping Nie, Xuelong Li

* 12 pages, 4 figures 

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Deep Binary Reconstruction for Cross-modal Hashing

Aug 24, 2017
Xuelong Li, Di Hu, Feiping Nie

* 8 pages, 5 figures, accepted by ACM Multimedia 2017 

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Image2song: Song Retrieval via Bridging Image Content and Lyric Words

Aug 19, 2017
Xuelong Li, Di Hu, Xiaoqiang Lu

* 13 pages, 13 figures, accepted by ICCV 2017 

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