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Proximal Implicit ODE Solvers for Accelerating Learning Neural ODEs


Apr 19, 2022
Justin Baker , Hedi Xia , Yiwei Wang , Elena Cherkaev , Akil Narayan , Long Chen , Jack Xin , Andrea L. Bertozzi , Stanley J. Osher , Bao Wang

* 20 pages, 7 figures 

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Searching Intrinsic Dimensions of Vision Transformers


Apr 16, 2022
Fanghui Xue , Biao Yang , Yingyong Qi , Jack Xin


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Channel Pruning In Quantization-aware Training: An Adaptive Projection-gradient Descent-shrinkage-splitting Method


Apr 09, 2022
Zhijian Li , Jack Xin


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Enhancing Zero-Shot Many to Many Voice Conversion with Self-Attention VAE


Mar 30, 2022
Ziang Long , Yunling Zheng , Meng Yu , Jack Xin


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A Smoothing and Thresholding Image Segmentation Framework with Weighted Anisotropic-Isotropic Total Variation


Mar 20, 2022
Kevin Bui , Yifei Lou , Fredrick Park , Jack Xin

* fixed minor citation error 

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An integrated recurrent neural network and regression model with spatial and climatic couplings for vector-borne disease dynamics


Jan 23, 2022
Zhijian Li , Jack Xin , Guofa Zhou


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glassoformer: a query-sparse transformer for post-fault power grid voltage prediction


Jan 22, 2022
Yunling Zheng , Carson Hu , Guang Lin , Meng Yue , Bao Wang , Jack Xin


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DeepParticle: learning invariant measure by a deep neural network minimizing Wasserstein distance on data generated from an interacting particle method


Nov 21, 2021
Zhongjian Wang , Jack Xin , Zhiwen Zhang


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