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Toward Clinically Assisted Colorectal Polyp Recognition via Structured Cross-modal Representation Consistency



Weijie Ma , Ye Zhu , Ruimao Zhang , Jie Yang , Yiwen Hu , Zhen Li , Li Xiang

* Early Accepted by MICCAI 2022 

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AMOS: A Large-Scale Abdominal Multi-Organ Benchmark for Versatile Medical Image Segmentation



Yuanfeng Ji , Haotian Bai , Jie Yang , Chongjian Ge , Ye Zhu , Ruimao Zhang , Zhen Li , Lingyan Zhang , Wanling Ma , Xiang Wan , Ping Luo


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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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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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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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Breaking the curse of dimensionality with Isolation Kernel



Kai Ming Ting , Takashi Washio , Ye Zhu , Yang Xu


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Saying the Unseen: Video Descriptions via Dialog Agents



Ye Zhu , Yu Wu , Yi Yang , Yan Yan

* Accepted as a regular paper at TPAMI 2021 

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Real Time Video based Heart and Respiration Rate Monitoring



Jafar Pourbemany , Almabrok Essa , Ye Zhu


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Learning Audio-Visual Correlations from Variational Cross-Modal Generation



Ye Zhu , Yu Wu , Hugo Latapie , Yi Yang , Yan Yan

* Accepted to ICASSP 2021 

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