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A Generalized Framework for Edge-preserving and Structure-preserving Image Smoothing


Jul 28, 2021
Wei Liu, Pingping Zhang, Yinjie Lei, Xiaolin Huang, Jie Yang, Michael Ng

* This work is accepted by TPAMI. The code is available at https://github.com/wliusjtu/Generalized-Smoothing-Framework. arXiv admin note: substantial text overlap with arXiv:1907.09642 

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Decentralized Federated Learning: Balancing Communication and Computing Costs


Jul 26, 2021
Wei Liu, Li Chen, Wenyi Zhang


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Robust Pose Transfer with Dynamic Details using Neural Video Rendering


Jul 14, 2021
Yang-tian Sun, Hao-zhi Huang, Xuan Wang, Yu-kun Lai, Wei Liu, Lin Gao

* Video link: https://www.bilibili.com/video/BV1y64y1C7ge/ 

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Stock Market Analysis with Text Data: A Review


Jul 09, 2021
Kamaladdin Fataliyev, Aneesh Chivukula, Mukesh Prasad, Wei Liu


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Controlled Caption Generation for Images Through Adversarial Attacks


Jul 07, 2021
Nayyer Aafaq, Naveed Akhtar, Wei Liu, Mubarak Shah, Ajmal Mian


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ERNIE 3.0: Large-scale Knowledge Enhanced Pre-training for Language Understanding and Generation


Jul 05, 2021
Yu Sun, Shuohuan Wang, Shikun Feng, Siyu Ding, Chao Pang, Junyuan Shang, Jiaxiang Liu, Xuyi Chen, Yanbin Zhao, Yuxiang Lu, Weixin Liu, Zhihua Wu, Weibao Gong, Jianzhong Liang, Zhizhou Shang, Peng Sun, Wei Liu, Xuan Ouyang, Dianhai Yu, Hao Tian, Hua Wu, Haifeng Wang


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Simple Distillation Baselines for Improving Small Self-supervised Models


Jun 21, 2021
Jindong Gu, Wei Liu, Yonglong Tian


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Subjective Bias in Abstractive Summarization


Jun 18, 2021
Lei Li, Wei Liu, Marina Litvak, Natalia Vanetik, Jiacheng Pei, Yinan Liu, Siya Qi

* 10 pages, 7 figures, 4 tables 

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Structure-Regularized Attention for Deformable Object Representation


Jun 12, 2021
Shenao Zhang, Li Shen, Zhifeng Li, Wei Liu

* Published at NeurIPS 2020 Workshop on Object Representations for Learning and Reasoning; code is available at https://github.com/shenao-zhang/StRA 

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Attacking Adversarial Attacks as A Defense


Jun 09, 2021
Boxi Wu, Heng Pan, Li Shen, Jindong Gu, Shuai Zhao, Zhifeng Li, Deng Cai, Xiaofei He, Wei Liu


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UniKeyphrase: A Unified Extraction and Generation Framework for Keyphrase Prediction


Jun 09, 2021
Huanqin Wu, Wei Liu, Lei Li, Dan Nie, Tao Chen, Feng Zhang, Di Wang

* 11pages, 6 figures, 6 tables, to be published in ACL 2021 findings 

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A Generative Node-attribute Network Model for Detecting Generalized Structure


Jun 05, 2021
Wei Liu, Zhenhai Chang, Caiyan Jia, Yimei Zheng


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Image-to-Video Generation via 3D Facial Dynamics


May 31, 2021
Xiaoguang Tu, Yingtian Zou, Jian Zhao, Wenjie Ai, Jian Dong, Yuan Yao, Zhikang Wang, Guodong Guo, Zhifeng Li, Wei Liu, Jiashi Feng


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tFold-TR: Combining Deep Learning Enhanced Hybrid Potential Energy for Template-Based Modeling Structure Refinement


May 30, 2021
Liangzhen Zheng, Haidong Lan, Tao Shen, Jiaxiang Wu, Sheng Wang, Wei Liu, Junzhou Huang

* 28 pages, 9 figures 

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HIN-RNN: A Graph Representation Learning Neural Network for Fraudster Group Detection With No Handcrafted Features


May 25, 2021
Saeedreza Shehnepoor, Roberto Togneri, Wei Liu, Mohammed Bennamoun


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tFold-TR: Combining Deep Learning Enhanced Hybrid Potential Energy for Template-Based Modelling Structure Refinement


May 22, 2021
Liangzhen Zheng, Haidong Lan, Tao Shen, Jiaxiang Wu, Sheng Wang, Wei Liu, Junzhou Huang

* 27 pages, 9 figures 

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Single-shot Compressed 3D Imaging by Exploiting Random Scattering and Astigmatism


May 21, 2021
Qiong Gao, Weidong Qu, Ming Shao, Wei Liu, Xiangzheng Cheng

* 4 pages, 4 figures 

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Lexicon Enhanced Chinese Sequence Labeling Using BERT Adapter


May 20, 2021
Wei Liu, Xiyan Fu, Yue Zhang, Wenming Xiao

* Accepted by ACL2021(Long Paper) 

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Joint Face Image Restoration and Frontalization for Recognition


May 12, 2021
Xiaoguang Tu, Jian Zhao, Qiankun Liu, Wenjie Ai, Guodong Guo, Zhifeng Li, Wei Liu, Jiashi Feng

* 14 pages, 9 figures 

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Poisoning MorphNet for Clean-Label Backdoor Attack to Point Clouds


May 11, 2021
Guiyu Tian, Wenhao Jiang, Wei Liu, Yadong Mu


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Beyond Monocular Deraining: Parallel Stereo Deraining Network Via Semantic Prior


May 09, 2021
Kaihao Zhang, Wenhan Luo, Yanjiang Yu, Wenqi Ren, Fang Zhao, Changsheng Li, Lin Ma, Wei Liu, Hongdong Li


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Causal factors discovering from Chinese construction accident cases


May 04, 2021
Zi-jian Ni, Wei Liu

* 21 pages, 8 figures 

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Physical world assistive signals for deep neural network classifiers -- neither defense nor attack


May 03, 2021
Camilo Pestana, Wei Liu, David Glance, Robyn Owens, Ajmal Mian


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Improved Matrix Gaussian Mechanism for Differential Privacy


Apr 30, 2021
Jungang Yang, Liyao Xiang, Weiting Li, Wei Liu, Xinbing Wang


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OCRTOC: A Cloud-Based Competition and Benchmark for Robotic Grasping and Manipulation


Apr 23, 2021
Ziyuan Liu, Wei Liu, Yuzhe Qin, Fanbo Xiang, Songyan Xin, Maximo A. Roa, Berk Calli, Hao Su, Yu Sun, Ping Tan


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