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Learning correspondences of cardiac motion from images using biomechanics-informed modeling


Sep 01, 2022
Xiaoran Zhang, Chenyu You, Shawn Ahn, Juntang Zhuang, Lawrence Staib, James Duncan

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* Accepted by MICCAI-STACOM 2022 as an oral presentation 

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Surrogate Gap Minimization Improves Sharpness-Aware Training


Mar 19, 2022
Juntang Zhuang, Boqing Gong, Liangzhe Yuan, Yin Cui, Hartwig Adam, Nicha Dvornek, Sekhar Tatikonda, James Duncan, Ting Liu

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* Paper accepted by ICLR22, https://openreview.net/forum?id=edONMAnhLu

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Momentum Centering and Asynchronous Update for Adaptive Gradient Methods


Oct 17, 2021
Juntang Zhuang, Yifan Ding, Tommy Tang, Nicha Dvornek, Sekhar Tatikonda, James S. Duncan

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Demographic-Guided Attention in Recurrent Neural Networks for Modeling Neuropathophysiological Heterogeneity


Apr 15, 2021
Nicha C. Dvornek, Xiaoxiao Li, Juntang Zhuang, Pamela Ventola, James S. Duncan

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* MLMI 2020 (MICCAI Workshop) 

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MALI: A memory efficient and reverse accurate integrator for Neural ODEs


Mar 03, 2021
Juntang Zhuang, Nicha C. Dvornek, Sekhar Tatikonda, James S. Duncan

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* International Conference on Learning Representation, ICLR 2021 
* https://openreview.net/forum?id=blfSjHeFM_e 

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Multiple-shooting adjoint method for whole-brain dynamic causal modeling


Feb 14, 2021
Juntang Zhuang, Nicha Dvornek, Sekhar Tatikonda, Xenophon Papademetris, Pamela Ventola, James Duncan

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* 27th International Conference on Information Processing in Medical Imaging 

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AdaBelief Optimizer: Adapting Stepsizes by the Belief in Observed Gradients


Oct 24, 2020
Juntang Zhuang, Tommy Tang, Yifan Ding, Sekhar Tatikonda, Nicha Dvornek, Xenophon Papademetris, James S. Duncan

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* NeurIPS 2020 

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