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Semantic Segmentation with Generative Models: Semi-Supervised Learning and Strong Out-of-Domain Generalization


Apr 12, 2021
Daiqing Li, Junlin Yang, Karsten Kreis, Antonio Torralba, Sanja Fidler

* CVPR2021 

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Unsupervised Wasserstein Distance Guided Domain Adaptation for 3D Multi-Domain Liver Segmentation


Sep 06, 2020
Chenyu You, Junlin Yang, Julius Chapiro, James S. Duncan


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Robust and Generalizable Visual Representation Learning via Random Convolutions


Jul 25, 2020
Zhenlin Xu, Deyi Liu, Junlin Yang, Marc Niethammer


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2018 Robotic Scene Segmentation Challenge


Feb 03, 2020
Max Allan, Satoshi Kondo, Sebastian Bodenstedt, Stefan Leger, Rahim Kadkhodamohammadi, Imanol Luengo, Felix Fuentes, Evangello Flouty, Ahmed Mohammed, Marius Pedersen, Avinash Kori, Varghese Alex, Ganapathy Krishnamurthi, David Rauber, Robert Mendel, Christoph Palm, Sophia Bano, Guinther Saibro, Chi-Sheng Shih, Hsun-An Chiang, Juntang Zhuang, Junlin Yang, Vladimir Iglovikov, Anton Dobrenkii, Madhu Reddiboina, Anubhav Reddy, Xingtong Liu, Cong Gao, Mathias Unberath, Myeonghyeon Kim, Chanho Kim, Chaewon Kim, Hyejin Kim, Gyeongmin Lee, Ihsan Ullah, Miguel Luna, Sang Hyun Park, Mahdi Azizian, Danail Stoyanov, Lena Maier-Hein, Stefanie Speidel


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Hepatocellular Carcinoma Intra-arterial Treatment Response Prediction for Improved Therapeutic Decision-Making


Dec 01, 2019
Junlin Yang, Nicha C. Dvornek, Fan Zhang, Julius Chapiro, MingDe Lin, Aaron Abajian, James S. Duncan

* Accepted by NeurIPS workshop MED-NeurIPS 2019 

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Decision Explanation and Feature Importance for Invertible Networks


Oct 15, 2019
Juntang Zhuang, Nicha C. Dvornek, Xiaoxiao Li, Junlin Yang, James S. Duncan

* ICCVW 2019 
* Correct notations 

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Unsupervised Domain Adaptation via Disentangled Representations: Application to Cross-Modality Liver Segmentation


Aug 29, 2019
Junlin Yang, Nicha C. Dvornek, Fan Zhang, Julius Chapiro, MingDe Lin, James S. Duncan


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Domain-Agnostic Learning with Anatomy-Consistent Embedding for Cross-Modality Liver Segmentation


Aug 27, 2019
Junlin Yang, Nicha C. Dvornek, Fan Zhang, Juntang Zhuang, Julius Chapiro, MingDe Lin, James S. Duncan


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Look Again at the Syntax: Relational Graph Convolutional Network for Gendered Ambiguous Pronoun Resolution


May 31, 2019
Yinchuan Xu, Junlin Yang

* Accepted by ACL 2019 Workshop on Gender Bias for Natural Language Processing 

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Multi-path segmentation network


Dec 13, 2018
Juntang Zhuang, Junlin Yang

* Revision on typo, and some numbers in table 3 

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