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Self-supervised learning for fast and scalable time series hyper-parameter tuning


Feb 10, 2021
Peiyi Zhang, Xiaodong Jiang, Ginger M Holt, Nikolay Pavlovich Laptev, Caner Komurlu, Peng Gao, Yang Yu


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RomeBERT: Robust Training of Multi-Exit BERT


Jan 24, 2021
Shijie Geng, Peng Gao, Zuohui Fu, Yongfeng Zhang


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A System for Automated Open-Source Threat Intelligence Gathering and Management


Jan 19, 2021
Peng Gao, Xiaoyuan Liu, Edward Choi, Bhavna Soman, Chinmaya Mishra, Kate Farris, Dawn Song


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Fast Convergence of DETR with Spatially Modulated Co-Attention


Jan 19, 2021
Peng Gao, Minghang Zheng, Xiaogang Wang, Jifeng Dai, Hongsheng Li


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A System for Efficiently Hunting for Cyber Threats in Computer Systems Using Threat Intelligence


Jan 17, 2021
Peng Gao, Fei Shao, Xiaoyuan Liu, Xusheng Xiao, Haoyuan Liu, Zheng Qin, Fengyuan Xu, Prateek Mittal, Sanjeev R. Kulkarni, Dawn Song

* Accepted paper at ICDE 2021 demonstrations track. arXiv admin note: substantial text overlap with arXiv:2010.13637 

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Learn molecular representations from large-scale unlabeled molecules for drug discovery


Dec 21, 2020
Pengyong Li, Jun Wang, Yixuan Qiao, Hao Chen, Yihuan Yu, Xiaojun Yao, Peng Gao, Guotong Xie, Sen Song


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Semi-supervised Active Learning for Instance Segmentation via Scoring Predictions


Dec 09, 2020
Jun Wang, Shaoguo Wen, Kaixing Chen, Jianghua Yu, Xin Zhou, Peng Gao, Changsheng Li, Guotong Xie

* 13 pages, 7 figures, accepted for presentation at BMVC2020 

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End-to-End Object Detection with Adaptive Clustering Transformer


Nov 18, 2020
Minghang Zheng, Peng Gao, Xiaogang Wang, Hongsheng Li, Hao Dong

* technique report 

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Multi-view Sensor Fusion by Integrating Model-based Estimation and Graph Learning for Collaborative Object Localization


Nov 16, 2020
Peng Gao, Rui Guo, Hongsheng Lu, Hao Zhang


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Enabling Efficient Cyber Threat Hunting With Cyber Threat Intelligence


Oct 26, 2020
Peng Gao, Fei Shao, Xiaoyuan Liu, Xusheng Xiao, Zheng Qin, Fengyuan Xu, Prateek Mittal, Sanjeev R. Kulkarni, Dawn Song


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A Predictive Autoscaler for Elastic Batch Jobs


Oct 10, 2020
Peng Gao


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Multi-Pass Transformer for Machine Translation


Sep 23, 2020
Peng Gao, Chiori Hori, Shijie Geng, Takaaki Hori, Jonathan Le Roux

* 10 pages, 5 figures and 2 tables 

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Reconstruction Regularized Deep Metric Learning for Multi-label Image Classification


Jul 27, 2020
Changsheng Li, Chong Liu, Lixin Duan, Peng Gao, Kai Zheng

* Accepted by IEEE TNNLS 

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Contrastive Visual-Linguistic Pretraining


Jul 26, 2020
Lei Shi, Kai Shuang, Shijie Geng, Peng Su, Zhengkai Jiang, Peng Gao, Zuohui Fu, Gerard de Melo, Sen Su


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Gradient Regularized Contrastive Learning for Continual Domain Adaptation


Jul 25, 2020
Peng Su, Shixiang Tang, Peng Gao, Di Qiu, Ni Zhao, Xiaogang Wang


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Spatio-Temporal Scene Graphs for Video Dialog


Jul 08, 2020
Shijie Geng, Peng Gao, Chiori Hori, Jonathan Le Roux, Anoop Cherian


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Extreme Low-Light Imaging with Multi-granulation Cooperative Networks


May 16, 2020
Keqi Wang, Peng Gao, Steven Hoi, Qian Guo, Yuhua Qian


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Character Matters: Video Story Understanding with Character-Aware Relations


May 09, 2020
Shijie Geng, Ji Zhang, Zuohui Fu, Peng Gao, Hang Zhang, Gerard de Melo


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Multi-Layer Content Interaction Through Quaternion Product For Visual Question Answering


Feb 16, 2020
Lei Shi, Shijie Geng, Kai Shuang, Chiori Hori, Songxiang Liu, Peng Gao, Sen Su


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Research on Autonomous Maneuvering Decision of UCAV based on Approximate Dynamic Programming


Aug 28, 2019
Zhencai Hu, Peng Gao, Fei Wang


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Learning Reinforced Attentional Representation for End-to-End Visual Tracking


Aug 28, 2019
Peng Gao, Qiquan Zhang, Liyi Xiao, Yan Zhang, Fei Wang


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Multi-modality Latent Interaction Network for Visual Question Answering


Aug 10, 2019
Peng Gao, Haoxuan You, Zhanpeng Zhang, Xiaogang Wang, Hongsheng Li


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Joint Multi-frame Detection and Segmentation for Multi-cell Tracking


Jun 26, 2019
Zibin Zhou, Fei Wang, Wenjuan Xi, Huaying Chen, Peng Gao, Chengkang He

* Accepted by International Conference on Image and Graphics (ICIG 2019) 

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FPGA-based Binocular Image Feature Extraction and Matching System


May 14, 2019
Qi Ni, Fei Wang, Ziwei Zhao, Peng Gao

* Accepted for the 4th International Conference on Multimedia Systems and Signal Processing (ICMSSP 2019) 

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Learning Cascaded Siamese Networks for High Performance Visual Tracking


May 08, 2019
Peng Gao, Yipeng Ma, Ruyue Yuan, Liyi Xiao, Fei Wang

* Accepted for IEEE 26th International Conference on Image Processing (ICIP 2019) 

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Siamese Attentional Keypoint Network for High Performance Visual Tracking


Apr 23, 2019
Peng Gao, Yipeng Ma, Ruyue Yuan, Liyi Xiao, Fei Wang


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FPGA-based Acceleration System for Visual Tracking


Oct 15, 2018
Ke Song, Chun Yuan, Peng Gao, Yunxu Sun

* Accepted by IEEE 14th International Conference on Solid-State and Integrated Circuit Technology (ICSICT) 

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High Performance Visual Tracking with Circular and Structural Operators


Oct 13, 2018
Peng Gao, Yipeng Ma, Ke Song, Chao Li, Fei Wang, Liyi Xiao, Yan Zhang

* Accepted to Knowledge-Based SYSTEMS 

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Efficient Multi-level Correlating for Visual Tracking


Oct 13, 2018
Yipeng Ma, Chun Yuan, Peng Gao, Fei Wang

* Accepted by ACCV'2018 

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