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Disease Forecast via Progression Learning


Dec 21, 2020
Botong Wu, Sijie Ren, Jing Li, Xinwei Sun, Shiming Li, Yizhou Wang


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Identifying Invariant Texture Violation for Robust Deepfake Detection


Dec 19, 2020
Xinwei Sun, Botong Wu, Wei Chen


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Latent Causal Invariant Model


Nov 04, 2020
Xinwei Sun, Botong Wu, Chang Liu, Xiangyu Zheng, Wei Chen, Tao Qin, Tie-yan Liu


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Learning Causal Semantic Representation for Out-of-Distribution Prediction


Nov 03, 2020
Chang Liu, Xinwei Sun, Jindong Wang, Tao Li, Tao Qin, Wei Chen, Tie-Yan Liu


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Bilateral Asymmetry Guided Counterfactual Generating Network for Mammogram Classification


Sep 30, 2020
Chu-ran Wang, Jing Li, Fandong Zhang, Xinwei Sun, Hao Dong, Yizhou Yu, Yizhou Wang


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Leveraging both Lesion Features and Procedural Bias in Neuroimaging: An Dual-Task Split dynamics of inverse scale space


Jul 17, 2020
Xinwei Sun, Wenjing Han, Lingjing Hu, Yuan Yao, Yizhou Wang

* Thanks to Xinwei's girlfriend Yue Cao, for her love and support 

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TCGM: An Information-Theoretic Framework for Semi-Supervised Multi-Modality Learning


Jul 14, 2020
Xinwei Sun, Yilun Xu, Peng Cao, Yuqing Kong, Lingjing Hu, Shanghang Zhang, Yizhou Wang

* ECCV 2020 (oral) 

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DessiLBI: Exploring Structural Sparsity of Deep Networks via Differential Inclusion Paths


Jul 04, 2020
Yanwei Fu, Chen Liu, Donghao Li, Xinwei Sun, Jinshan Zeng, Yuan Yao

* ICML 2020 
* conference , 23 pages https://github.com/corwinliu9669/dS2LBI 

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iSplit LBI: Individualized Partial Ranking with Ties via Split LBI


Oct 14, 2019
Qianqian Xu, Xinwei Sun, Zhiyong Yang, Xiaochun Cao, Qingming Huang, Yuan Yao

* Accepted by NeurIPS 2019 

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Parsimonious Deep Learning: A Differential Inclusion Approach with Global Convergence


May 23, 2019
Yanwei Fu, Chen Liu, Donghao Li, Xinwei Sun, Jinshan Zeng, Yuan Yao

* 25 pages, 7 figures 

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$S^{2}$-LBI: Stochastic Split Linearized Bregman Iterations for Parsimonious Deep Learning


Apr 24, 2019
Yanwei Fu, Donghao Li, Xinwei Sun, Shun Zhang, Yizhou Wang, Yuan Yao

* technical report 

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A Margin-based MLE for Crowdsourced Partial Ranking


Jul 29, 2018
Qianqian Xu, Jiechao Xiong, Xinwei Sun, Zhiyong Yang, Xiaochun Cao, Qingming Huang, Yuan Yao

* 9 pages, Accepted by ACM Multimedia 2018 as a full paper 

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MSplit LBI: Realizing Feature Selection and Dense Estimation Simultaneously in Few-shot and Zero-shot Learning


Jun 12, 2018
Bo Zhao, Xinwei Sun, Yanwei Fu, Yuan Yao, Yizhou Wang

* Accepted by the 35th International Conference on Machine Learning 

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Zero-shot Learning via Shared-Reconstruction-Graph Pursuit


Nov 20, 2017
Bo Zhao, Xinwei Sun, Yuan Yao, Yizhou Wang


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