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CLIP-Driven Universal Model for Organ Segmentation and Tumor Detection


Jan 06, 2023
Jie Liu, Yixiao Zhang, Jie-Neng Chen, Junfei Xiao, Yongyi Lu, Bennett A. Landman, Yixuan Yuan, Alan Yuille, Yucheng Tang, Zongwei Zhou

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AsyInst: Asymmetric Affinity with DepthGrad and Color for Box-Supervised Instance Segmentation


Dec 07, 2022
Siwei Yang, Longlong Jing, Junfei Xiao, Hang Zhao, Alan Yuille, Yingwei Li

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1st Place Solution of The Robust Vision Challenge 2022 Semantic Segmentation Track


Nov 07, 2022
Junfei Xiao, Zhichao Xu, Shiyi Lan, Zhiding Yu, Alan Yuille, Anima Anandkumar

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* The Winning Solution to The Robust Vision Challenge 2022 Semantic Segmentation Track 

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Synthetic Tumors Make AI Segment Tumors Better


Oct 26, 2022
Qixin Hu, Junfei Xiao, Yixiong Chen, Shuwen Sun, Jie-Neng Chen, Alan Yuille, Zongwei Zhou

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* NeurIPS Workshop on Medical Imaging Meets NeurIPS, 2022 

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Delving into Masked Autoencoders for Multi-Label Thorax Disease Classification


Oct 23, 2022
Junfei Xiao, Yutong Bai, Alan Yuille, Zongwei Zhou

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* IEEE/CVF Winter Conference on Applications of Computer Vision (WACV 2023) 

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Masked Autoencoders Enable Efficient Knowledge Distillers


Aug 25, 2022
Yutong Bai, Zeyu Wang, Junfei Xiao, Chen Wei, Huiyu Wang, Alan Yuille, Yuyin Zhou, Cihang Xie

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Learning from Temporal Gradient for Semi-supervised Action Recognition


Dec 06, 2021
Junfei Xiao, Longlong Jing, Lin Zhang, Ju He, Qi She, Zongwei Zhou, Alan Yuille, Yingwei Li

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DualNorm-UNet: Incorporating Global and Local Statistics for Robust Medical Image Segmentation


Mar 29, 2021
Junfei Xiao, Lequan Yu, Lei Xing, Alan Yuille, Yuyin Zhou

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* code available at https://github.com/lambert-x/DualNorm-Unet 

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