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Adaptive Gradient Method with Resilience and Momentum

Oct 21, 2020
Jie Liu, Chen Lin, Chuming Li, Lu Sheng, Ming Sun, Junjie Yan, Wanli Ouyang


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Progressive Defense Against Adversarial Attacks for Deep Learning as a Service in Internet of Things

Oct 15, 2020
Ling Wang, Cheng Zhang, Zejian Luo, Chenguang Liu, Jie Liu, Xi Zheng, Athanasios Vasilakos


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Residual Feature Distillation Network for Lightweight Image Super-Resolution

Sep 24, 2020
Jie Liu, Jie Tang, Gangshan Wu

* accepted by ECCV2020 AIM workshop 

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AIM 2020 Challenge on Efficient Super-Resolution: Methods and Results

Sep 15, 2020
Kai Zhang, Martin Danelljan, Yawei Li, Radu Timofte, Jie Liu, Jie Tang, Gangshan Wu, Yu Zhu, Xiangyu He, Wenjie Xu, Chenghua Li, Cong Leng, Jian Cheng, Guangyang Wu, Wenyi Wang, Xiaohong Liu, Hengyuan Zhao, Xiangtao Kong, Jingwen He, Yu Qiao, Chao Dong, Xiaotong Luo, Liang Chen, Jiangtao Zhang, Maitreya Suin, Kuldeep Purohit, A. N. Rajagopalan, Xiaochuan Li, Zhiqiang Lang, Jiangtao Nie, Wei Wei, Lei Zhang, Abdul Muqeet, Jiwon Hwang, Subin Yang, JungHeum Kang, Sung-Ho Bae, Yongwoo Kim, Liang Chen, Jiangtao Zhang, Xiaotong Luo, Yanyun Qu, Geun-Woo Jeon, Jun-Ho Choi, Jun-Hyuk Kim, Jong-Seok Lee, Steven Marty, Eric Marty, Dongliang Xiong, Siang Chen, Lin Zha, Jiande Jiang, Xinbo Gao, Wen Lu, Haicheng Wang, Vineeth Bhaskara, Alex Levinshtein, Stavros Tsogkas, Allan Jepson, Xiangzhen Kong, Tongtong Zhao, Shanshan Zhao, Hrishikesh P S, Densen Puthussery, Jiji C V, Nan Nan, Shuai Liu, Jie Cai, Zibo Meng, Jiaming Ding, Chiu Man Ho, Xuehui Wang, Qiong Yan, Yuzhi Zhao, Long Chen, Jiangtao Zhang, Xiaotong Luo, Liang Chen, Yanyun Qu, Long Sun, Wenhao Wang, Zhenbing Liu, Rushi Lan, Rao Muhammad Umer, Christian Micheloni


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Adaptive Neural Network-Based Approximation to Accelerate Eulerian Fluid Simulation

Aug 26, 2020
Wenqian Dong, Jie Liu, Zhen Xie, Dong Li


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Poet: Product-oriented Video Captioner for E-commerce

Aug 16, 2020
Shengyu Zhang, Ziqi Tan, Jin Yu, Zhou Zhao, Kun Kuang, Jie Liu, Jingren Zhou, Hongxia Yang, Fei Wu

* 10 pages, 3 figures, to appear in ACM MM 2020 proceedings 

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Deep Convolutional Neural Network-based Bernoulli Heatmap for Head Pose Estimation

May 24, 2020
Zhongxu Hu, Yang Xing, Chen Lv, Peng Hang, Jie Liu


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Triaging moderate COVID-19 and other viral pneumonias from routine blood tests

May 13, 2020
Forrest Sheng Bao, Youbiao He, Jie Liu, Yuanfang Chen, Qian Li, Christina R. Zhang, Lei Han, Baoli Zhu, Yaorong Ge, Shi Chen, Ming Xu, Liu Ouyang


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Stochastic Learning for Sparse Discrete Markov Random Fields with Controlled Gradient Approximation Error

May 12, 2020
Sinong Geng, Zhaobin Kuang, Jie Liu, Stephen Wright, David Page


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A Comprehensive Survey of Grammar Error Correction

May 02, 2020
Yu Wang, Yuelin Wang, Jie Liu, Zhuo Liu


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Semantics of the Unwritten

Apr 05, 2020
He Bai, Peng Shi, Jimmy Lin, Luchen Tan, Kun Xiong, Wen Gao, Jie Liu, Ming Li


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InterBERT: Vision-and-Language Interaction for Multi-modal Pretraining

Mar 30, 2020
Junyang Lin, An Yang, Yichang Zhang, Jie Liu, Jingren Zhou, Hongxia Yang

* 11 pages, 4 figures 

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FLAME: A Self-Adaptive Auto-labeling System for Heterogeneous Mobile Processors

Mar 03, 2020
Jie Liu, Jiawen Liu, Zhen Xie, Dong Li


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CTM: Collaborative Temporal Modeling for Action Recognition

Feb 08, 2020
Qian Liu, Tao Wang, Jie Liu, Yang Guan, Qi Bu, Longfei Yang


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iqiyi Submission to ActivityNet Challenge 2019 Kinetics-700 challenge: Hierarchical Group-wise Attention

Feb 07, 2020
Qian Liu, Dongyang Cai, Jie Liu, Nan Ding, Tao Wang

* Tech report 

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Model Embedded DRL for Intelligent Greenhouse Control

Dec 01, 2019
Tinghao Zhang, Jingxu Li, Jingfeng Li, Ling Wang, Feng Li, Jie Liu

* Submitted to AAAI-20 Workshop on Artificial Intelligence of Things 

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Flow Rate Control in Smart District Heating Systems Using Deep Reinforcement Learning

Dec 01, 2019
Tinghao Zhang, Jing Luo, Ping Chen, Jie Liu

* Submitted to Information Processing in Sensor Networks (IPSN 2020) 

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Norm-Explicit Quantization: Improving Vector Quantization for Maximum Inner Product Search

Nov 20, 2019
Xinyan Dai, Xiao Yan, Kelvin K. W. Ng, Jie Liu, James Cheng


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Learning to Predict More Accurate Text Instances for Scene Text Detection

Nov 18, 2019
XiaoQian Li, Jie Liu, ShuWu Zhang, GuiXuan Zhang


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Creating Auxiliary Representations from Charge Definitions for Criminal Charge Prediction

Nov 12, 2019
Liangyi Kang, Jie Liu, Lingqiao Liu, Qinfeng Shi, Dan Ye

* 8 pages, 5figures 

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Understanding and Improving Proximity Graph based Maximum Inner Product Search

Sep 30, 2019
Jie Liu, Xiao Yan, Xinyan Dai, Zhirong Li, James Cheng, Ming-Chang Yang

* 8 pages, 8 figures 

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AI for Earth: Rainforest Conservation by Acoustic Surveillance

Aug 20, 2019
Yuan Liu, Zhongwei Cheng, Jie Liu, Bourhan Yassin, Zhe Nan, Jiebo Luo

* Accepted to KDD2019 Workshop on Data Mining and AI for Conservation 

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Single-Path Mobile AutoML: Efficient ConvNet Design and NAS Hyperparameter Optimization

Jul 01, 2019
Dimitrios Stamoulis, Ruizhou Ding, Di Wang, Dimitrios Lymberopoulos, Bodhi Priyantha, Jie Liu, Diana Marculescu

* Detailed extension (journal) of the Single-Path NAS ECMLPKDD'19 paper (arXiv:1904.02877) 

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Performance Analysis and Characterization of Training Deep Learning Models on NVIDIA TX2

Jun 10, 2019
Jie Liu, Jiawen Liu, Wan Du, Dong Li


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Single-Path NAS: Device-Aware Efficient ConvNet Design

May 10, 2019
Dimitrios Stamoulis, Ruizhou Ding, Di Wang, Dimitrios Lymberopoulos, Bodhi Priyantha, Jie Liu, Diana Marculescu

* ODML-CDNNR 2019 (ICML'19 workshop) oral presentation (extended abstract, required non-archival version). Full paper: arXiv:1904.02877 

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Single-Path NAS: Designing Hardware-Efficient ConvNets in less than 4 Hours

Apr 05, 2019
Dimitrios Stamoulis, Ruizhou Ding, Di Wang, Dimitrios Lymberopoulos, Bodhi Priyantha, Jie Liu, Diana Marculescu


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Rotated Feature Network for multi-orientation object detection

Mar 27, 2019
Zhixin Zhang, Xudong Chen, Jie Liu, Kaibo Zhou

* 9 pages, 7 figures 

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Tencent ML-Images: A Large-Scale Multi-Label Image Database for Visual Representation Learning

Jan 08, 2019
Baoyuan Wu, Weidong Chen, Yanbo Fan, Yong Zhang, Jinlong Hou, Jie Liu, Junzhou Huang, Wei Liu, Tong Zhang


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Norm-Range Partition: A Universal Catalyst for LSH based Maximum Inner Product Search (MIPS)

Nov 05, 2018
Xiao Yan, Xinyan Dai, Jie Liu, Kaiwen Zhou, James Cheng


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