Di Hu

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 74

Top Topics

Multimodal Fusion

Visual Learning

Question Answering

Finding Optimal

Top Venues

Publications

Yake Wei, Siwei Li, Ruoxuan Feng, Di Hu
Diagnosing and Re-learning for Balanced Multimodal Learning. CoRR (2024)
Zequn Yang, Han Zhang, Yake Wei, Zheng Wang, Feiping Nie, Di Hu
Geometric-inspired graph-based Incomplete Multi-view Clustering. Pattern Recognit. 147 (2024)
Yutao Zhu, Kun Zhou, Kelong Mao, Wentong Chen, Yiding Sun, Zhipeng Chen, Qian Cao, Yihan Wu, Yushuo Chen, Feng Wang, Lei Zhang, Junyi Li, Xiaolei Wang, Lei Wang, Beichen Zhang, Zican Dong, Xiaoxue Cheng, Yuhan Chen, Xinyu Tang, Yupeng Hou, Qiangqiang Ren, Xincheng Pang, Shufang Xie, Wayne Xin Zhao, Zhicheng Dou, Jiaxin Mao, Yankai Lin, Ruihua Song, Jun Xu, Xu Chen, Rui Yan, Zhewei Wei, Di Hu, Wenbing Huang, Ze-Feng Gao, Yueguo Chen, Weizheng Lu, Ji-Rong Wen
YuLan: An Open-source Large Language Model. CoRR (2024)
Xingjian Li, Di Hu, Xuhong Li, Haoyi Xiong, Cheng-Zhong Xu, Dejing Dou
Towards accurate knowledge transfer via target-awareness representation disentanglement. Mach. Learn. 113 (2) (2024)
Yaoting Wang, Peiwen Sun, Yuanchao Li, Honggang Zhang, Di Hu
Can Textual Semantics Mitigate Sounding Object Segmentation Preference? CoRR (2024)
Zequn Yang, Yake Wei, Ce Liang, Di Hu
Quantifying and Enhancing Multi-modal Robustness with Modality Preference. ICLR (2024)
Yaoting Wang, Weisong Liu, Guangyao Li, Jian Ding, Di Hu, Xi Li
Prompting Segmentation with Sound Is Generalizable Audio-Visual Source Localizer. AAAI (2024)
Qingyang Zhang, Yake Wei, Zongbo Han, Huazhu Fu, Xi Peng, Cheng Deng, Qinghua Hu, Cai Xu, Jie Wen, Di Hu, Changqing Zhang
Multimodal Fusion on Low-quality Data: A Comprehensive Survey. CoRR (2024)
Yake Wei, Di Hu
MMPareto: Boosting Multimodal Learning with Innocent Unimodal Assistance. CoRR (2024)
Jie Chen, Zhipeng Chen, Jiapeng Wang, Kun Zhou, Yutao Zhu, Jinhao Jiang, Yingqian Min, Wayne Xin Zhao, Zhicheng Dou, Jiaxin Mao, Yankai Lin, Ruihua Song, Jun Xu, Xu Chen, Rui Yan, Zhewei Wei, Di Hu, Wenbing Huang, Ji-Rong Wen
Towards Effective and Efficient Continual Pre-training of Large Language Models. CoRR (2024)
Zequn Yang, Yake Wei, Ce Liang, Di Hu
Quantifying and Enhancing Multi-modal Robustness with Modality Preference. CoRR (2024)
Xinchi Zhou, Dongzhan Zhou, Di Hu, Hang Zhou, Wanli Ouyang
Exploiting Visual Context Semantics for Sound Source Localization. WACV (2023)
Guangyao Li, Yixin Xu, Di Hu
Multi-Scale Attention for Audio Question Answering. CoRR (2023)
Ruoxuan Feng, Wenke Xia, Di Hu
Revisiting Pre-training in Audio-Visual Learning. CoRR (2023)
Ruize Xu, Ruoxuan Feng, Shi-Xiong Zhang, Di Hu
MMCosine: Multi-Modal Cosine Loss Towards Balanced Audio-Visual Fine-Grained Learning. CoRR (2023)
Guangyao Li, Wenxuan Hou, Di Hu
Progressive Spatio-temporal Perception for Audio-Visual Question Answering. CoRR (2023)
Wenke Xia, Xingjian Li, Andong Deng, Haoyi Xiong, Dejing Dou, Di Hu
Robust Cross-Modal Knowledge Distillation for Unconstrained Videos. CoRR (2023)
Wenke Xia, Dong Wang, Xincheng Pang, Zhigang Wang, Bin Zhao, Di Hu
Kinematic-aware Prompting for Generalizable Articulated Object Manipulation with LLMs. CoRR (2023)
Yaoting Wang, Weisong Liu, Guangyao Li, Jian Ding, Di Hu, Xi Li
Prompting Segmentation with Sound is Generalizable Audio-Visual Source Localizer. CoRR (2023)
Ruize Xu, Ruoxuan Feng, Shi-Xiong Zhang, Di Hu
MMCosine: Multi-Modal Cosine Loss Towards Balanced Audio-Visual Fine-Grained Learning. ICASSP (2023)
Yake Wei, Ruoxuan Feng, Zihe Wang, Di Hu
Enhancing Multi-modal Cooperation via Fine-grained Modality Valuation. CoRR (2023)
Hongpeng Lin, Ludan Ruan, Wenke Xia, Peiyu Liu, Jingyuan Wen, Yixin Xu, Di Hu, Ruihua Song, Wayne Xin Zhao, Qin Jin, Zhiwu Lu
TikTalk: A Multi-Modal Dialogue Dataset for Real-World Chitchat. CoRR (2023)
Xinchi Zhou, Dongzhan Zhou, Wanli Ouyang, Hang Zhou, Di Hu
SeCo: Separating Unknown Musical Visual Sounds with Consistency Guidance. WACV (2023)
Di Hu, Zheng Wang, Feiping Nie, Rong Wang, Xuelong Li
Self-Supervised Learning for Heterogeneous Audiovisual Scene Analysis. IEEE Trans. Multim. 25 (2023)
Konrad Heidler, Lichao Mou, Di Hu, Pu Jin, Guangyao Li, Chuang Gan, Ji-Rong Wen, Xiao Xiang Zhu
Self-supervised audiovisual representation learning for remote sensing data. Int. J. Appl. Earth Obs. Geoinformation 116 (2023)
Andong Deng, Xingjian Li, Di Hu, Tianyang Wang, Haoyi Xiong, Cheng-Zhong Xu
Towards Inadequately Pre-trained Models in Transfer Learning. ICCV (2023)
Wenke Xia, Xu Zhao, Xincheng Pang, Changqing Zhang, Di Hu
Balanced Audiovisual Dataset for Imbalance Analysis. CoRR (2023)
Guangyao Li, Yixin Xu, Di Hu
Multi-Scale Attention for Audio Question Answering. INTERSPEECH (2023)
Hongpeng Lin, Ludan Ruan, Wenke Xia, Peiyu Liu, Jingyuan Wen, Yixin Xu, Di Hu, Ruihua Song, Wayne Xin Zhao, Qin Jin, Zhiwu Lu
TikTalk: A Video-Based Dialogue Dataset for Multi-Modal Chitchat in Real World. ACM Multimedia (2023)
Wenxuan Hou, Guangyao Li, Yapeng Tian, Di Hu
Towards Long Form Audio-visual Video Understanding. CoRR (2023)
Guangyao Li, Wenxuan Hou, Di Hu
Progressive Spatio-temporal Perception for Audio-Visual Question Answering. ACM Multimedia (2023)
Xian Liu, Rui Qian, Hang Zhou, Di Hu, Weiyao Lin, Ziwei Liu, Bolei Zhou, Xiaowei Zhou
Visual Sound Localization in the Wild by Cross-Modal Interference Erasing. CoRR (2022)
Yake Wei, Di Hu, Yapeng Tian, Xuelong Li
Learning in Audio-visual Context: A Review, Analysis, and New Perspective. CoRR (2022)
Xian Liu, Rui Qian, Hang Zhou, Di Hu, Weiyao Lin, Ziwei Liu, Bolei Zhou, Xiaowei Zhou
Visual Sound Localization in the Wild by Cross-Modal Interference Erasing. AAAI (2022)
Xiaokang Peng, Yake Wei, Andong Deng, Dong Wang, Di Hu
Balanced Multimodal Learning via On-the-fly Gradient Modulation. CVPR (2022)
Andong Deng, Xingjian Li, Zhibing Li, Di Hu, Chengzhong Xu, Dejing Dou
Inadequately Pre-trained Models are Better Feature Extractors. CoRR (2022)
Xinchi Zhou, Dongzhan Zhou, Wanli Ouyang, Hang Zhou, Ziwei Liu, Di Hu
SeCo: Separating Unknown Musical Visual Sounds with Consistency Guidance. CoRR (2022)
Guangyao Li, Yake Wei, Yapeng Tian, Chenliang Xu, Ji-Rong Wen, Di Hu
Learning to Answer Questions in Dynamic Audio-Visual Scenarios. CoRR (2022)
Dongzhan Zhou, Xinchi Zhou, Di Hu, Hang Zhou, Lei Bai, Ziwei Liu, Wanli Ouyang
SepFusion: Finding Optimal Fusion Structures for Visual Sound Separation. AAAI (2022)
Di Hu, Yake Wei, Rui Qian, Weiyao Lin, Ruihua Song, Ji-Rong Wen
Class-Aware Sounding Objects Localization via Audiovisual Correspondence. IEEE Trans. Pattern Anal. Mach. Intell. 44 (12) (2022)
Guangyao Li, Yake Wei, Yapeng Tian, Chenliang Xu, Ji-Rong Wen, Di Hu
Learning to Answer Questions in Dynamic Audio-Visual Scenarios. CVPR (2022)
Xiaokang Peng, Yake Wei, Andong Deng, Dong Wang, Di Hu
Balanced Multimodal Learning via On-the-fly Gradient Modulation. CoRR (2022)
Konrad Heidler, Lichao Mou, Di Hu, Pu Jin, Guangyao Li, Chuang Gan, Ji-Rong Wen, Xiao Xiang Zhu
Self-supervised Audiovisual Representation Learning for Remote Sensing Data. CoRR (2021)
Sijia Yang, Haoyi Xiong, Di Hu, Kaibo Xu, Licheng Wang, Peizhen Zhu, Zeyi Sun
Generalising combinatorial discriminant analysis through conditioning truncated Rayleigh flow. Knowl. Inf. Syst. 63 (8) (2021)
Zechen Bai, Zhigang Wang, Jian Wang, Di Hu, Errui Ding
Unsupervised Multi-Source Domain Adaptation for Person Re-Identification. CoRR (2021)
Di Hu, Yake Wei, Rui Qian, Weiyao Lin, Ruihua Song, Ji-Rong Wen
Class-aware Sounding Objects Localization via Audiovisual Correspondence. CoRR (2021)
Dong Wang, Di Hu, Xingjian Li, Dejing Dou
Temporal Relational Modeling with Self-Supervision for Action Segmentation. AAAI (2021)
Zechen Bai, Zhigang Wang, Jian Wang, Di Hu, Errui Ding
Unsupervised Multi-Source Domain Adaptation for Person Re-Identification. CVPR (2021)
Di Hu, Zheng Wang, Haoyi Xiong, Dong Wang, Feiping Nie, Dejing Dou
Curriculum Audiovisual Learning. CoRR (2020)
Di Hu, Xuhong Li, Lichao Mou, Pu Jin, Dong Chen, Liping Jing, Xiaoxiang Zhu, Dejing Dou
Cross-Task Transfer for Multimodal Aerial Scene Recognition. CoRR (2020)
Dong Wang, Di Hu, Xingjian Li, Dejing Dou
Temporal Relational Modeling with Self-Supervision for Action Segmentation. CoRR (2020)
Xingjian Li, Di Hu, Xuhong Li, Haoyi Xiong, Zhi Ye, Zhipeng Wang, Chengzhong Xu, Dejing Dou
Towards Accurate Knowledge Transfer via Target-awareness Representation Disentanglement. CoRR (2020)
Rui Qian, Di Hu, Heinrich Dinkel, Mengyue Wu, Ning Xu, Weiyao Lin
Multiple Sound Sources Localization from Coarse to Fine. CoRR (2020)
Di Hu, Rui Qian, Minyue Jiang, Xiao Tan, Shilei Wen, Errui Ding, Weiyao Lin, Dejing Dou
Discriminative Sounding Objects Localization via Self-supervised Audiovisual Matching. NeurIPS (2020)
Di Hu, Xuhong Li, Lichao Mou, Pu Jin, Dong Chen, Liping Jing, Xiaoxiang Zhu, Dejing Dou
Cross-Task Transfer for Geotagged Audiovisual Aerial Scene Recognition. ECCV (24) (2020)
Di Hu, Lichao Mou, Qingzhong Wang, Junyu Gao, Yuansheng Hua, Dejing Dou, Xiao Xiang Zhu
Ambient Sound Helps: Audiovisual Crowd Counting in Extreme Conditions. CoRR (2020)
Rui Qian, Di Hu, Heinrich Dinkel, Mengyue Wu, Ning Xu, Weiyao Lin
Multiple Sound Sources Localization from Coarse to Fine. ECCV (20) (2020)
Di Hu, Rui Qian, Minyue Jiang, Xiao Tan, Shilei Wen, Errui Ding, Weiyao Lin, Dejing Dou
Discriminative Sounding Objects Localization via Self-supervised Audiovisual Matching. CoRR (2020)
Di Hu, Dong Wang, Xuelong Li, Feiping Nie, Qi Wang
Listen to the Image. CoRR (2019)
Di Hu, Feiping Nie, Xuelong Li
Discrete Spectral Hashing for Efficient Similarity Retrieval. IEEE Trans. Image Process. 28 (3) (2019)
Di Hu, Chengze Wang, Feiping Nie, Xuelong Li
Dense Multimodal Fusion for Hierarchically Joint Representation. ICASSP (2019)
Di Hu, Feiping Nie, Xuelong Li
Deep Binary Reconstruction for Cross-Modal Hashing. IEEE Trans. Multim. 21 (4) (2019)
Di Hu, Feiping Nie, Xuelong Li
Deep Multimodal Clustering for Unsupervised Audiovisual Learning. CVPR (2019)
Di Hu, Dong Wang, Xuelong Li, Feiping Nie, Qi Wang
Listen to the Image. CVPR (2019)
Di Hu, Feiping Nie, Xuelong Li
Deep Co-Clustering for Unsupervised Audiovisual Learning. CoRR (2018)
Di Hu, Feiping Nie, Xuelong Li
Deep LDA Hashing. CoRR (2018)
Di Hu, Feiping Nie, Xuelong Li
Dense Multimodal Fusion for Hierarchically Joint Representation. CoRR (2018)
Xuelong Li, Di Hu, Feiping Nie
Deep Binary Reconstruction for Cross-modal Hashing. CoRR (2017)
Xuelong Li, Di Hu, Xiaoqiang Lu
Image2song: Song Retrieval via Bridging Image Content and Lyric Words. CoRR (2017)
Xuelong Li, Di Hu, Feiping Nie
Deep Binary Reconstruction for Cross-modal Hashing. ACM Multimedia (2017)
Xuelong Li, Di Hu, Xiaoqiang Lu
Image2song: Song Retrieval via Bridging Image Content and Lyric Words. ICCV (2017)
Xuelong Li, Di Hu, Feiping Nie
Large Graph Hashing with Spectral Rotation. AAAI (2017)
Di Hu, Xuelong Li, Xiaoqiang Lu
Temporal Multimodal Learning in Audiovisual Speech Recognition. CVPR (2016)
Di Hu, Xiaoqiang Lu, Xuelong Li
Multimodal Learning via Exploring Deep Semantic Similarity. ACM Multimedia (2016)