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Advancing Plain Vision Transformer Towards Remote Sensing Foundation Model


Aug 08, 2022
Di Wang , Qiming Zhang , Yufei Xu , Jing Zhang , Bo Du , Dacheng Tao , Liangpei Zhang


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Deep neural network heatmaps capture Alzheimer's disease patterns reported in a large meta-analysis of neuroimaging studies


Jul 22, 2022
Di Wang , Nicolas Honnorat , Peter T. Fox , Kerstin Ritter , Simon B. Eickhoff , Sudha Seshadri , Mohamad Habes


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Unsupervised Misaligned Infrared and Visible Image Fusion via Cross-Modality Image Generation and Registration


May 24, 2022
Di Wang , Jinyuan Liu , Xin Fan , Risheng Liu


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An Empirical Study of Remote Sensing Pretraining


Apr 06, 2022
Di Wang , Jing Zhang , Bo Du , Gui-Song Xia , Dacheng Tao

* Submitted to IEEE TGRS, codes and pretrained models are available at https://github.com/ViTAE-Transformer/ViTAE-Transformer-Remote-Sensing 

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C-P Map: A Novel Evaluation Toolkit for Speaker Verification


Mar 06, 2022
Lantian Li , Di Wang , Wenqiang Du , Dong Wang

* Submitted to Odyssey 2022 

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High Dimensional Statistical Estimation under One-bit Quantization


Feb 26, 2022
Junren Chen , Cheng-Long Wang , Michael K. Ng , Di Wang


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Differentially Private $\ell_1$-norm Linear Regression with Heavy-tailed Data


Jan 10, 2022
Di Wang , Jinhui Xu


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VDPC: Variational Density Peak Clustering Algorithm


Dec 29, 2021
Yizhang Wang , Di Wang , You Zhou , Xiaofeng Zhang , Chai Quek


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Fed2: Feature-Aligned Federated Learning


Nov 28, 2021
Fuxun Yu , Weishan Zhang , Zhuwei Qin , Zirui Xu , Di Wang , Chenchen Liu , Zhi Tian , Xiang Chen

* Accepted in KDD 2021 

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A Survey of Large-Scale Deep Learning Serving System Optimization: Challenges and Opportunities


Nov 28, 2021
Fuxun Yu , Di Wang , Longfei Shangguan , Minjia Zhang , Xulong Tang , Chenchen Liu , Xiang Chen

* 10 pages, 7 figures 

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