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Huidong Liu

Stony Brook University

Lung Swapping Autoencoder: Learning a Disentangled Structure-texture Representation of Chest Radiographs


Jan 18, 2022
Lei Zhou, Joseph Bae, Huidong Liu, Gagandeep Singh, Jeremy Green, Amit Gupta, Dimitris Samaras, Prateek Prasanna

* Extended version of the MICCAI 2021 paper https://link.springer.com/chapter/10.1007/978-3-030-87234-2_33 The code is available at https://github.com/cvlab-stonybrook/LSAE 

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CMA-CLIP: Cross-Modality Attention CLIP for Image-Text Classification


Dec 09, 2021
Huidong Liu, Shaoyuan Xu, Jinmiao Fu, Yang Liu, Ning Xie, Chien-Chih Wang, Bryan Wang, Yi Sun

* 9 pages, 2 figures, 6 tables, 1 algorithm 

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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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Distribution Matching for Crowd Counting


Oct 25, 2020
Boyu Wang, Huidong Liu, Dimitris Samaras, Minh Hoai

* NeurIPS 2020 

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Latent Space Optimal Transport for Generative Models


Sep 16, 2018
Huidong Liu, Yang Guo, Na Lei, Zhixin Shu, Shing-Tung Yau, Dimitris Samaras, Xianfeng Gu


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Implementation of Stochastic Quasi-Newton's Method in PyTorch


May 07, 2018
Yingkai Li, Huidong Liu


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