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Holger Roth

UNetFormer: A Unified Vision Transformer Model and Pre-Training Framework for 3D Medical Image Segmentation

Apr 05, 2022
Ali Hatamizadeh, Ziyue Xu, Dong Yang, Wenqi Li, Holger Roth, Daguang Xu

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* Tech. report, 12 pages, 3 figures

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GradViT: Gradient Inversion of Vision Transformers

Mar 28, 2022
Ali Hatamizadeh, Hongxu Yin, Holger Roth, Wenqi Li, Jan Kautz, Daguang Xu, Pavlo Molchanov

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* CVPR'22 Accepted Paper

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Swin UNETR: Swin Transformers for Semantic Segmentation of Brain Tumors in MRI Images

Jan 04, 2022
Ali Hatamizadeh, Vishwesh Nath, Yucheng Tang, Dong Yang, Holger Roth, Daguang Xu

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* 13 pages, 3 figures

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Self-Supervised Pre-Training of Swin Transformers for 3D Medical Image Analysis

Nov 29, 2021
Yucheng Tang, Dong Yang, Wenqi Li, Holger Roth, Bennett Landman, Daguang Xu, Vishwesh Nath, Ali Hatamizadeh

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* 16 pages, 9 figures

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UNETR: Transformers for 3D Medical Image Segmentation

Mar 18, 2021
Ali Hatamizadeh, Dong Yang, Holger Roth, Daguang Xu

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* 11 pages, 2 figures

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