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Learning Contextualized Knowledge Structures for Commonsense Reasoning

Oct 24, 2020
Jun Yan, Mrigank Raman, Tianyu Zhang, Ryan Rossi, Handong Zhao, Sungchul Kim, Nedim Lipka, Xiang Ren


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Rethinking Privacy Preserving Deep Learning: How to Evaluate and Thwart Privacy Attacks

Jun 23, 2020
Lixin Fan, Kam Woh Ng, Ce Ju, Tianyu Zhang, Chang Liu, Chee Seng Chan, Qiang Yang

* under review, 36 pages (updated Eq. 3 and Fig. 8) 

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Disassembling the Dataset: A Camera Alignment Mechanism for Multiple Tasks in Person Re-identification

Jan 23, 2020
Zijie Zhuang, Longhui Wei, Lingxi Xie, Hengheng Zhang, Tianyu Zhang, Haozhe Wu, Haizhou Ai, Qi Tian


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Neural Networks Weights Quantization: Target None-retraining Ternary (TNT)

Dec 18, 2019
Tianyu Zhang, Lei Zhu, Qian Zhao, Kilho Shin

* 6 pages, 2 figures 

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Background Segmentation for Vehicle Re-Identification

Oct 15, 2019
Mingjie Wu, Yongfei Zhang, Tianyu Zhang, Wenqi Zhang


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Single Camera Training for Person Re-identification

Sep 24, 2019
Tianyu Zhang, Lingxi Xie, Longhui Wei, Yongfei Zhang, Bo Li, Qi Tian


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Synergistic Drug Combination Prediction by Integrating Multi-omics Data in Deep Learning Models

Nov 16, 2018
Tianyu Zhang, Liwei Zhang, Philip R. O. Payne, Fuhai Li


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