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Lei Zhang

Dual MINE-based Neural Secure Communications under Gaussian Wiretap Channel


Feb 25, 2021
Jingjing Li, Zhuo Sun, Lei Zhang, Hongyu Zhu

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* 6 pages, 6 figures, ICC 2021 
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Constructing Evacuation Evolution Patterns and Decisions Using Mobile Device Location Data: A Case Study of Hurricane Irma


Feb 24, 2021
Aref Darzi, Vanessa Frias-Martinez, Sepehr Ghader, Hannah Younes, Lei Zhang

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* 22 pages, 10 figures 
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Resource Allocation for Mixed Numerology NOMA


Feb 01, 2021
Stephen McWade, Mark F. Flanagan, Juquan Mao, Lei Zhang, Arman Farhang

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* 5 pages, 3 figures 
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Hybrid Trilinear and Bilinear Programming for Aligning Partially Overlapping Point Sets


Jan 25, 2021
Wei Lian, Wangmeng Zuo, Lei Zhang

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Joint Denoising and Demosaicking with Green Channel Prior for Real-world Burst Images


Jan 25, 2021
Shi Guo, Zhetong Liang, Lei Zhang

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Snapshot Hyperspectral Imaging Based on Weighted High-order Singular Value Regularization


Jan 22, 2021
Niankai Cheng, Hua Huang, Lei Zhang, Lizhi Wang

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* This paper has been accepted by IEEE ICPR2020 
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Reinforcement Learning for Flexibility Design Problems


Jan 18, 2021
Yehua Wei, Lei Zhang, Ruiyi Zhang, Shijing Si, Hao Zhang, Lawrence Carin

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SEED: Self-supervised Distillation For Visual Representation


Jan 12, 2021
Zhiyuan Fang, Jianfeng Wang, Lijuan Wang, Lei Zhang, Yezhou Yang, Zicheng Liu

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* Accepted as a conference paper at ICLR 2021 
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Unsupervised Domain Adaptation of Black-Box Source Models


Jan 08, 2021
Haojian Zhang, Yabin Zhang, Kui Jia, Lei Zhang

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Self-supervised Pre-training with Hard Examples Improves Visual Representations


Jan 04, 2021
Chunyuan Li, Xiujun Li, Lei Zhang, Baolin Peng, Mingyuan Zhou, Jianfeng Gao

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VinVL: Making Visual Representations Matter in Vision-Language Models


Jan 02, 2021
Pengchuan Zhang, Xiujun Li, Xiaowei Hu, Jianwei Yang, Lei Zhang, Lijuan Wang, Yejin Choi, Jianfeng Gao

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MiniVLM: A Smaller and Faster Vision-Language Model


Dec 13, 2020
Jianfeng Wang, Xiaowei Hu, Pengchuan Zhang, Xiujun Li, Lijuan Wang, Lei Zhang, Jianfeng Gao, Zicheng Liu

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Are Fewer Labels Possible for Few-shot Learning?


Dec 10, 2020
Suichan Li, Dongdong Chen, Yinpeng Chen, Lu Yuan, Lei Zhang, Qi Chu, Nenghai Yu

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A Data-Driven Analytical Framework of Estimating Multimodal Travel Demand Patterns using Mobile Device Location Data


Dec 08, 2020
Chenfeng Xiong, Aref Darzi, Yixuan Pan, Sepehr Ghader, Lei Zhang

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* 26 pages, 12 figures 
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TAP: Text-Aware Pre-training for Text-VQA and Text-Caption


Dec 08, 2020
Zhengyuan Yang, Yijuan Lu, Jianfeng Wang, Xi Yin, Dinei Florencio, Lijuan Wang, Cha Zhang, Lei Zhang, Jiebo Luo

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Unsupervised Pre-training for Person Re-identification


Dec 07, 2020
Dengpan Fu, Dongdong Chen, Jianmin Bao, Hao Yang, Lu Yuan, Lei Zhang, Houqiang Li, Dong Chen

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* 12 pages including supplementary 
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Unsupervised Alternating Optimization for Blind Hyperspectral Imagery Super-resolution


Dec 03, 2020
Jiangtao Nie, Lei Zhang, Wei Wei, Zhiqiang Lang, Yanning Zhang

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* 14 page, 13 figure 
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Meta-Generating Deep Attentive Metric for Few-shot Classification


Dec 03, 2020
Lei Zhang, Fei Zhou, Wei Wei, Yanning Zhang

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MicroNet: Towards Image Recognition with Extremely Low FLOPs


Nov 24, 2020
Yunsheng Li, Yinpeng Chen, Xiyang Dai, Dongdong Chen, Mengchen Liu, Lu Yuan, Zicheng Liu, Lei Zhang, Nuno Vasconcelos

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DR-Unet104 for Multimodal MRI brain tumor segmentation


Nov 04, 2020
Jordan Colman, Lei Zhang, Wenting Duan, Xujiong Ye

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* Part of the Multimodal Brain Tumor Segmentation 2020 Challenge conference proceedings 
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When Shall I Be Empathetic? The Utility of Empathetic Parameter Estimation in Multi-Agent Interactions


Nov 03, 2020
Yi Chen, Lei Zhang, Tanner Merry, Sunny Amatya, Wenlong Zhang, Yi Ren

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* Submitted to ICRA2021 
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Anomaly Detection in a Large-scale Cloud Platform


Oct 21, 2020
Mohammad Saiful Islam, William Pourmajidi, Lei Zhang, John Steinbacher, Tony Erwin, Andriy Miranskyy

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MagGAN: High-Resolution Face Attribute Editing with Mask-Guided Generative Adversarial Network


Oct 03, 2020
Yi Wei, Zhe Gan, Wenbo Li, Siwei Lyu, Ming-Ching Chang, Lei Zhang, Jianfeng Gao, Pengchuan Zhang

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* published at ACCV2020 
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Learning Image-adaptive 3D Lookup Tables for High Performance Photo Enhancement in Real-time


Sep 30, 2020
Hui Zeng, Jianrui Cai, Lida Li, Zisheng Cao, Lei Zhang

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* High quality adaptive photo enhancement in real-time (<2ms for 4K resolution images)! Accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence 
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VIVO: Surpassing Human Performance in Novel Object Captioning with Visual Vocabulary Pre-Training


Sep 28, 2020
Xiaowei Hu, Xi Yin, Kevin Lin, Lijuan Wang, Lei Zhang, Jianfeng Gao, Zicheng Liu

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Multi-scale Receptive Fields Graph Attention Network for Point Cloud Classification


Sep 28, 2020
Xi-An Li, Lei Zhang, Li-Yan Wang, Jian Lu

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* 10 pages, 5 figures 
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Progressive Semantic-Aware Style Transformation for Blind Face Restoration


Sep 18, 2020
Chaofeng Chen, Xiaoming Li, Lingbo Yang, Xianhui Lin, Lei Zhang, Kwan-Yee K. Wong

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* Tech report https://github.com/chaofengc/PSFRGAN 
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