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Dimitris Metaxas

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Training Federated GANs with Theoretical Guarantees: A Universal Aggregation Approach

Feb 09, 2021
Yikai Zhang, Hui Qu, Qi Chang, Huidong Liu, Dimitris Metaxas, Chao Chen

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SelfNorm and CrossNorm for Out-of-Distribution Robustness

Feb 04, 2021
Zhiqiang Tang, Yunhe Gao, Yi Zhu, Zhi Zhang, Mu Li, Dimitris Metaxas

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A Topological Filter for Learning with Label Noise

Dec 09, 2020
Pengxiang Wu, Songzhu Zheng, Mayank Goswami, Dimitris Metaxas, Chao Chen

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Learning View-Disentangled Human Pose Representation by Contrastive Cross-View Mutual Information Maximization

Dec 02, 2020
Long Zhao, Yuxiao Wang, Jiaping Zhao, Liangzhe Yuan, Jennifer J. Sun, Florian Schroff, Hartwig Adam, Xi Peng, Dimitris Metaxas, Ting Liu

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Error-Bounded Correction of Noisy Labels

Nov 19, 2020
Songzhu Zheng, Pengxiang Wu, Aman Goswami, Mayank Goswami, Dimitris Metaxas, Chao Chen

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Maximum-Entropy Adversarial Data Augmentation for Improved Generalization and Robustness

Oct 15, 2020
Long Zhao, Ting Liu, Xi Peng, Dimitris Metaxas

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Deep Learning based NAS Score and Fibrosis Stage Prediction from CT and Pathology Data

Sep 22, 2020
Ananya Jana, Hui Qu, Puru Rattan, Carlos D. Minacapelli, Vinod Rustgi, Dimitris Metaxas

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Oriented Object Detection in Aerial Images with Box Boundary-Aware Vectors

Aug 29, 2020
Jingru Yi, Pengxiang Wu, Bo Liu, Qiaoying Huang, Hui Qu, Dimitris Metaxas

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Measure Anatomical Thickness from Cardiac MRI with Deep Neural Networks

Aug 25, 2020
Qiaoying Huang, Eric Z. Chen, Hanchao Yu, Yimo Guo, Terrence Chen, Dimitris Metaxas, Shanhui Sun

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OnlineAugment: Online Data Augmentation with Less Domain Knowledge

Aug 22, 2020
Zhiqiang Tang, Yunhe Gao, Leonid Karlinsky, Prasanna Sattigeri, Rogerio Feris, Dimitris Metaxas

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