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Discrete Contrastive Diffusion for Cross-Modal and Conditional Generation



Ye Zhu , Yu Wu , Kyle Olszewski , Jian Ren , Sergey Tulyakov , Yan Yan

* Project at https://github.com/L-YeZhu/CDCD 

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Supplementing Missing Visions via Dialog for Scene Graph Generations



Ye Zhu , Xiaoguang Zhu , Yuzhang Shang , Zhenghao Zhao , Yan Yan


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HiTPR: Hierarchical Transformer for Place Recognition in Point Cloud



Zhixing Hou , Yan Yan , Chengzhong Xu , Hui Kong

* Accepted paper in ICRA 2022 

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Quantized GAN for Complex Music Generation from Dance Videos



Ye Zhu , Kyle Olszewski , Yu Wu , Panos Achlioptas , Menglei Chai , Yan Yan , Sergey Tulyakov


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Cross-View Panorama Image Synthesis



Songsong Wu , Hao Tang , Xiao-Yuan Jing , Haifeng Zhao , Jianjun Qian , Nicu Sebe , Yan Yan

* Accepted to IEEE Transactions on Multimedia 

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Deep Transfer Learning with Graph Neural Network for Sensor-Based Human Activity Recognition



Yan Yan , Tianzheng Liao , Jinjin Zhao , Jiahong Wang , Liang Ma , Wei Lv , Jing Xiong , Lei Wang


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Topological EEG Nonlinear Dynamics Analysis for Emotion Recognition



Yan Yan , Xuankun Wu , Chengdong Li , Yini He , Zhicheng Zhang , Huihui Li , Ang Li , Lei Wang


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Deep Multi-Branch Aggregation Network for Real-Time Semantic Segmentation in Street Scenes



Xi Weng , Yan Yan , Genshun Dong , Chang Shu , Biao Wang , Hanzi Wang , Ji Zhang


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Stage-Aware Feature Alignment Network for Real-Time Semantic Segmentation of Street Scenes



Xi Weng , Yan Yan , Si Chen , Jing-Hao Xue , Hanzi Wang


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Skeleton Sequence and RGB Frame Based Multi-Modality Feature Fusion Network for Action Recognition



Xiaoguang Zhu , Ye Zhu , Haoyu Wang , Honglin Wen , Yan Yan , Peilin Liu

* Accepted by ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM) 

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