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Can Fine-tuning Pre-trained Models Lead to Perfect NLP? A Study of the Generalizability of Relation Extraction

Sep 14, 2020
Ningyu Zhang, Luoqiu Li, Shumin Deng, Haiyang Yu, Xu Cheng, Wei Zhang, Huajun Chen


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DistilE: Distiling Knowledge Graph Embeddings for Faster and Cheaper Reasoning

Sep 13, 2020
Yushan Zhu, Wen Zhang, Hui Chen, Xu Cheng, Wei Zhang, Huajun Chen


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Decision Tree Based Hardware Power Monitoring for Run Time Dynamic Power Management in FPGA

Sep 03, 2020
Zhe Lin, Wei Zhang, Sharad Sinha

* published as a conference paper in FPL 2017 

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An Ensemble Learning Approach for In-situ Monitoring of FPGA Dynamic Power

Sep 03, 2020
Zhe Lin, Sharad Sinha, Wei Zhang

* published as a journal (TCAD) paper in 2018 

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Towards Efficient and Scalable Acceleration of Online Decision Tree Learning on FPGA

Sep 03, 2020
Zhe Lin, Sharad Sinha, Wei Zhang

* appear as a conference paper in FCCM 2019 

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Learn by Observation: Imitation Learning for Drone Patrolling from Videos of A Human Navigator

Aug 30, 2020
Yue Fan, Shilei Chu, Wei Zhang, Ran Song, Yibin Li

* Accepted by IROS 2020 

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Products-10K: A Large-scale Product Recognition Dataset

Aug 24, 2020
Yalong Bai, Yuxiang Chen, Wei Yu, Linfang Wang, Wei Zhang


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A(DP)$^2$SGD: Asynchronous Decentralized Parallel Stochastic Gradient Descent with Differential Privacy

Aug 21, 2020
Jie Xu, Wei Zhang, Fei Wang


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Autonomous Social Distancing in Urban Environments using a Quadruped Robot

Aug 20, 2020
Tingxiang Fan, Zhiming Chen, Xuan Zhao, Jing Liang, Cong Shen, Dinesh Manocha, Jia Pan, Wei Zhang


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Cluster-level Feature Alignment for Person Re-identification

Aug 15, 2020
Qiuyu Chen, Wei Zhang, Jianping Fan


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GeoLayout: Geometry Driven Room Layout Estimation Based on Depth Maps of Planes

Aug 14, 2020
Weidong Zhang, Wei Zhang, Yinda Zhang


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Velocity Regulation of 3D Bipedal Walking Robots with Uncertain Dynamics Through Adaptive Neural Network Controller

Aug 02, 2020
Guillermo A. Castillo, Bowen Weng, Terrence C. Stewart, Wei Zhang, Ayonga Hereid

* "Accepted at 2020 International Conference on Intelligent Robots and Systems (IROS 2020). Supplemental Video: https://youtu.be/DAHk9-GFS0k

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Momentum Q-learning with Finite-Sample Convergence Guarantee

Jul 30, 2020
Bowen Weng, Huaqing Xiong, Lin Zhao, Yingbin Liang, Wei Zhang


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Research Progress of Convolutional Neural Network and its Application in Object Detection

Jul 27, 2020
Wei Zhang, Zuoxiang Zeng

* 11 pages, journal paper 

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Multi-stream RNN for Merchant Transaction Prediction

Jul 25, 2020
Zhongfang Zhuang, Chin-Chia Michael Yeh, Liang Wang, Wei Zhang, Junpeng Wang

* Accepted by KDD 2020 Workshop on Machine Learning in Finance 

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CurveLane-NAS: Unifying Lane-Sensitive Architecture Search and Adaptive Point Blending

Jul 23, 2020
Hang Xu, Shaoju Wang, Xinyue Cai, Wei Zhang, Xiaodan Liang, Zhenguo Li

* Accepted by ECCV2020 

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Automatic Image Labelling at Pixel Level

Jul 20, 2020
Xiang Zhang, Wei Zhang, Jinye Peng, Jianping Fan


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Classes Matter: A Fine-grained Adversarial Approach to Cross-domain Semantic Segmentation

Jul 17, 2020
Haoran Wang, Tong Shen, Wei Zhang, Lingyu Duan, Tao Mei

* Accepted to ECCV 2020 

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Analysis of Q-learning with Adaptation and Momentum Restart for Gradient Descent

Jul 15, 2020
Bowen Weng, Huaqing Xiong, Yingbin Liang, Wei Zhang

* Proceedings of the Twenty-Ninth International Joint Conference IJCAI20 (2020) 3051-3057 
* This paper extends the work presented at the 2020 International Joint Conferences on Artificial Intelligence with supplementary materials 

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Multi-future Merchant Transaction Prediction

Jul 10, 2020
Chin-Chia Michael Yeh, Zhongfang Zhuang, Wei Zhang, Liang Wang


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Segment as Points for Efficient Online Multi-Object Tracking and Segmentation

Jul 03, 2020
Zhenbo Xu, Wei Zhang, Xiao Tan, Wei Yang, Huan Huang, Shilei Wen, Errui Ding, Liusheng Huang

* ECCV2020 ORAL (top 2%). Code already available at https://github.com/detectRecog/PointTrack. A highly effective method for learning features based on instance segments 

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PointTrack++ for Effective Online Multi-Object Tracking and Segmentation

Jul 03, 2020
Zhenbo Xu, Wei Zhang, Xiao Tan, Wei Yang, Xiangbo Su, Yuchen Yuan, Hongwu Zhang, Shilei Wen, Errui Ding, Liusheng Huang

* CVPR2020 MOTS Challenge Winner. PointTrack++ ranks first on KITTI MOTS (http://www.cvlibs.net/datasets/kitti/eval_mots.php

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FP-Stereo: Hardware-Efficient Stereo Vision for Embedded Applications

Jul 01, 2020
Jieru Zhao, Tingyuan Liang, Liang Feng, Wenchao Ding, Sharad Sinha, Wei Zhang, Shaojie Shen

* IEEE International Conference on Field Programmable Logic and Applications (FPL), 2020 

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GroupIM: A Mutual Information Maximization Framework for Neural Group Recommendation

Jun 09, 2020
Aravind Sankar, Yanhong Wu, Yuhang Wu, Wei Zhang, Hao Yang, Hari Sundaram

* SIGIR 2020 

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Map Generation from Large Scale Incomplete and Inaccurate Data Labels

May 20, 2020
Rui Zhang, Conrad Albrecht, Wei Zhang, Xiaodong Cui, Ulrich Finkler, David Kung, Siyuan Lu

* This paper is accepted by KDD 2020 

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