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MST++: Multi-stage Spectral-wise Transformer for Efficient Spectral Reconstruction


Apr 17, 2022
Yuanhao Cai, Jing Lin, Zudi Lin, Haoqian Wang, Yulun Zhang, Hanspeter Pfister, Radu Timofte, Luc Van Gool

* CVPRW 2022 
* Winner of NTIRE 2022 Challenge on Spectral Reconstruction from RGB; The First Transformer-based Method for Spectral Reconstruction 

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Instance Segmentation of Unlabeled Modalities via Cyclic Segmentation GAN


Apr 06, 2022
Leander Lauenburg, Zudi Lin, Ruihan Zhang, Márcia dos Santos, Siyu Huang, Ignacio Arganda-Carreras, Edward S. Boyden, Hanspeter Pfister, Donglai Wei

* 13 pages with appendix 

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Revisiting RCAN: Improved Training for Image Super-Resolution


Jan 27, 2022
Zudi Lin, Prateek Garg, Atmadeep Banerjee, Salma Abdel Magid, Deqing Sun, Yulun Zhang, Luc Van Gool, Donglai Wei, Hanspeter Pfister

* 13 pages with 10 tables and 4 figures 

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PyTorch Connectomics: A Scalable and Flexible Segmentation Framework for EM Connectomics


Dec 10, 2021
Zudi Lin, Donglai Wei, Jeff Lichtman, Hanspeter Pfister

* Technical report 

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Object Propagation via Inter-Frame Attentions for Temporally Stable Video Instance Segmentation


Nov 15, 2021
Anirudh S Chakravarthy, Won-Dong Jang, Zudi Lin, Donglai Wei, Song Bai, Hanspeter Pfister

* Accepted at CVPR RVSU Workshop 2021 

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Asymmetric 3D Context Fusion for Universal Lesion Detection


Sep 17, 2021
Jiancheng Yang, Yi He, Kaiming Kuang, Zudi Lin, Hanspeter Pfister, Bingbing Ni

* MICCAI 2021. The code and model are available at https://github.com/M3DV/AlignShift 

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NucMM Dataset: 3D Neuronal Nuclei Instance Segmentation at Sub-Cubic Millimeter Scale


Jul 13, 2021
Zudi Lin, Donglai Wei, Mariela D. Petkova, Yuelong Wu, Zergham Ahmed, Krishna Swaroop K, Silin Zou, Nils Wendt, Jonathan Boulanger-Weill, Xueying Wang, Nagaraju Dhanyasi, Ignacio Arganda-Carreras, Florian Engert, Jeff Lichtman, Hanspeter Pfister

* The two first authors contributed equally. To be published in the proceedings of MICCAI 2021 

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AxonEM Dataset: 3D Axon Instance Segmentation of Brain Cortical Regions


Jul 12, 2021
Donglai Wei, Kisuk Lee, Hanyu Li, Ran Lu, J. Alexander Bae, Zequan Liu, Lifu Zhang, Márcia dos Santos, Zudi Lin, Thomas Uram, Xueying Wang, Ignacio Arganda-Carreras, Brian Matejek, Narayanan Kasthuri, Jeff Lichtman, Hanspeter Pfister

* The two first authors contributed equally. To be published in the proceedings of MICCAI 2021 

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A Topological Nomenclature for 3D Shape Analysis in Connectomics


Sep 27, 2019
Abhimanyu Talwar, Zudi Lin, Donglai Wei, Yuesong Wu, Bowen Zheng, Jinglin Zhao, Won-Dong Jang, Xueying Wang, Jeff W. Lichtman, Hanspeter Pfister

* Technical report 

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White-Box Adversarial Defense via Self-Supervised Data Estimation


Sep 13, 2019
Zudi Lin, Hanspeter Pfister, Ziming Zhang


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