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Black-Box Dissector: Towards Erasing-based Hard-Label Model Stealing Attack


May 03, 2021
Yixu Wang, Jie Li, Hong Liu, Yongjian Wu, Rongrong Ji


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Exploring Multi-dimensional Data via Subset Embedding


Apr 24, 2021
Peng Xie, Wenyuan Tao, Jie Li, Wentao Huang, Siming Chen


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Wireless Sensing With Deep Spectrogram Network and Primitive Based Autoregressive Hybrid Channel Model


Apr 21, 2021
Guoliang Li, Shuai Wang, Jie Li, Rui Wang, Xiaohui Peng, Tony Xiao Han

* 12 pages, 5 pages, submitted to IEEE SPAWC 2021 

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Drafting and Revision: Laplacian Pyramid Network for Fast High-Quality Artistic Style Transfer


Apr 18, 2021
Tianwei Lin, Zhuoqi Ma, Fu Li, Dongliang He, Xin Li, Errui Ding, Nannan Wang, Jie Li, Xinbo Gao

* Accepted by CVPR 2021. Codes will be released soon on https://github.com/PaddlePaddle/PaddleGAN/ 

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Geometric Unsupervised Domain Adaptation for Semantic Segmentation


Mar 30, 2021
Vitor Guizilini, Jie Li, Rares Ambrus, Adrien Gaidon


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Transitive Learning: Exploring the Transitivity of Degradations for Blind Super-Resolution


Mar 29, 2021
Yuanfei Huang, Jie Li, Yanting Hu, Xinbo Gao, Wen Lu


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Learning to Track with Object Permanence


Mar 26, 2021
Pavel Tokmakov, Jie Li, Wolfram Burgard, Adrien Gaidon


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Approximate Optimal Filter for Linear Gaussian Time-invariant Systems


Mar 09, 2021
Kaiming Tang, Shengbo Eben Li, Yuming Yin, Yang Guan, Jingliang Duan, Wenhan Cao, Jie Li


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Heterogeneous Graph based Deep Learning for Biomedical Network Link Prediction


Feb 24, 2021
Jinjiang Guo, Jie Li, Dawei Leng, Lurong Pan


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Mixed Policy Gradient


Feb 23, 2021
Yang Guan, Jingliang Duan, Shengbo Eben Li, Jie Li, Jianyu Chen, Bo Cheng


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Real-time tracking of COVID-19 and coronavirus research updates through text mining


Feb 09, 2021
Yutong Jin, Jie Li, Xinyu Wang, Peiyao Li, Jinjiang Guo, Junfeng Wu, Dawei Leng, Lurong Pan


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Enhance Information Propagation for Graph Neural Network by Heterogeneous Aggregations


Feb 08, 2021
Dawei Leng, Jinjiang Guo, Lurong Pan, Jie Li, Xinyu Wang


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DPointNet: A Density-Oriented PointNet for 3D Object Detection in Point Clouds


Feb 07, 2021
Jie Li, Yu Hu


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Long time-series NDVI reconstruction in cloud-prone regions via spatio-temporal tensor completion


Feb 04, 2021
Dong Chu, Huanfeng Shen, Xiaobin Guan, Jing M. Chen, Xinghua Li, Jie Li, Liangpei Zhang

* 12 figures, 1 tables 

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Curvature-based Feature Selection with Application in Classifying Electronic Health Records


Jan 10, 2021
Zheming Zuo, Jie Li, Noura Al Moubayed

* 12 pages, 5 figures, 3 tables, 4 data sets, source code available 

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Probabilistic 3D Multi-Modal, Multi-Object Tracking for Autonomous Driving


Dec 26, 2020
Hsu-kuang Chiu, Jie Li, Rares Ambrus, Jeannette Bohg


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Skeleton-based Approaches based on Machine Vision: A Survey


Dec 23, 2020
Jie Li, Binglin Li, Min Gao

* 10 pages, 1 figures 

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Spectral Response Function Guided Deep Optimization-driven Network for Spectral Super-resolution


Dec 08, 2020
Jiang He, Jie Li, Qiangqiang Yuan, Huanfeng Shen, Liangpei Zhang


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Sparse Single Sweep LiDAR Point Cloud Segmentation via Learning Contextual Shape Priors from Scene Completion


Dec 07, 2020
Xu Yan, Jiantao Gao, Jie Li, Ruimao Zhang, Zhen Li, Rui Huang, Shuguang Cui

* To appear in AAAI 2021. Codes are available at https://github.com/yanx27/JS3C-Net 

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Generative and Discriminative Learning for Distorted Image Restoration


Nov 27, 2020
Yi Gu, Yuting Gao, Jie Li, Chentao Wu, Weijia Jia


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Association: Remind Your GAN not to Forget


Nov 27, 2020
Yi Gu, Yuting Gao, Ruoxin Chen, Feiyang Cai, Jie Li, Chentao Wu


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A Framework of Randomized Selection Based Certified Defenses Against Data Poisoning Attacks


Oct 13, 2020
Ruoxin Chen, Jie Li, Chentao Wu, Bin Sheng, Ping Li


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Interpretable Detail-Fidelity Attention Network for Single Image Super-Resolution


Sep 28, 2020
Yuanfei Huang, Jie Li, Xinbo Gao, Yanting Hu, Wen Lu

* 14 pages, submitted to IEEE Transactions, codes are available at https://github.com/YuanfeiHuang/DeFiAN 

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A Density-Aware PointRCNN for 3D Objection Detection in Point Clouds


Sep 11, 2020
Jie Li, Yu Hu


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