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On the Sparse DAG Structure Learning Based on Adaptive Lasso


Sep 07, 2022
Danru Xu, Erdun Gao, Wei Huang, Mingming Gong

* 22 pages, 6 figures 

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Parameter Estimation of Mixed Gaussian-Impulsive Noise: An U-net++ Based Method


Sep 06, 2022
Tianfu Qi, Jun Wang, Xiaonan Chen, Wei Huang

* 5 pages, 2 figures and 5 tables 

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SAFARI: Versatile and Efficient Evaluations for Robustness of Interpretability


Aug 19, 2022
Wei Huang, Xingyu Zhao, Gaojie Jin, Xiaowei Huang


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HiViT: Hierarchical Vision Transformer Meets Masked Image Modeling


May 30, 2022
Xiaosong Zhang, Yunjie Tian, Wei Huang, Qixiang Ye, Qi Dai, Lingxi Xie, Qi Tian


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MissDAG: Causal Discovery in the Presence of Missing Data with Continuous Additive Noise Models


May 27, 2022
Erdun Gao, Ignavier Ng, Mingming Gong, Li Shen, Wei Huang, Tongliang Liu, Kun Zhang, Howard Bondell


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Hierarchical Distribution-Aware Testing of Deep Learning


May 17, 2022
Wei Huang, Xingyu Zhao, Alec Banks, Victoria Cox, Xiaowei Huang

* Under Review 

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Deep Architecture Connectivity Matters for Its Convergence: A Fine-Grained Analysis


May 11, 2022
Wuyang Chen, Wei Huang, Xinyu Gong, Boris Hanin, Zhangyang Wang


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Playing Tic-Tac-Toe Games with Intelligent Single-pixel Imaging


May 07, 2022
Shuming Jiao, Jiaxiang Li, Wei Huang, Zibang Zhang


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Augmentation-Free Graph Contrastive Learning


Apr 11, 2022
Haonan Wang, Jieyu Zhang, Qi Zhu, Wei Huang


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Enhancing Adversarial Training with Second-Order Statistics of Weights


Mar 11, 2022
Gaojie Jin, Xinping Yi, Wei Huang, Sven Schewe, Xiaowei Huang

* Accepted by CVPR2022 

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