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Composable Text Control Operations in Latent Space with Ordinary Differential Equations


Aug 01, 2022
Guangyi Liu, Zeyu Feng, Yuan Gao, Zichao Yang, Xiaodan Liang, Junwei Bao, Xiaodong He, Shuguang Cui, Zhen Li, Zhiting Hu

* 20 Pages, Code: https://github.com/guangyliu/LatentOps 

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Designing An Illumination-Aware Network for Deep Image Relighting


Jul 21, 2022
Zuo-Liang Zhu, Zhen Li, Rui-Xun Zhang, Chun-Le Guo, Ming-Ming Cheng

* Accepted for publication as a Regular paper in the IEEE Transactions on Image Processing (T-IP) 

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2DPASS: 2D Priors Assisted Semantic Segmentation on LiDAR Point Clouds


Jul 10, 2022
Xu Yan, Jiantao Gao, Chaoda Zheng, Chao Zheng, Ruimao Zhang, Shenghui Cui, Zhen Li

* ECCV2022 

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Toward Explainable and Fine-Grained 3D Grounding through Referring Textual Phrases


Jul 05, 2022
Zhihao Yuan, Xu Yan, Zhuo Li, Xuhao Li, Yao Guo, Shuguang Cui, Zhen Li

* New dataset for 3D visual grounding 

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


Jun 24, 2022
Weijie Ma, Ye Zhu, Ruimao Zhang, Jie Yang, Yiwen Hu, Zhen Li, Li Xiang

* Early Accepted by MICCAI 2022 

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Toward Unpaired Multi-modal Medical Image Segmentation via Learning Structured Semantic Consistency


Jun 21, 2022
Jie Yang, Ruimao Zhang, Chaoqun Wang, Zhen Li, Xiang Wan, Lingyan Zhang


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A Unified Understanding of Deep NLP Models for Text Classification


Jun 19, 2022
Zhen Li, Xiting Wang, Weikai Yang, Jing Wu, Zhengyan Zhang, Zhiyuan Liu, Maosong Sun, Hui Zhang, Shixia Liu

* 14 pages, 10 figures 

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


Jun 16, 2022
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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Universality and approximation bounds for echo state networks with random weights


Jun 12, 2022
Zhen Li, Yunfei Yang


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