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Bi-Dimensional Feature Alignment for Cross-Domain Object Detection

Nov 14, 2020
Zhen Zhao, Yuhong Guo, Jieping Ye

* ECCV20 TASK-CV Workshop 

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Joint predictions of multi-modal ride-hailing demands: a deep multi-task multigraph learning-based approach

Nov 11, 2020
Jintao Ke, Siyuan Feng, Zheng Zhu, Hai Yang, Jieping Ye


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Robust Unsupervised Video Anomaly Detection by Multi-Path Frame Prediction

Nov 05, 2020
Xuanzhao Wang, Zhengping Che, Ke Yang, Bo Jiang, Jian Tang, Jieping Ye, Jingyu Wang, Qi Qi


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Knowledge Transfer in Multi-Task Deep Reinforcement Learning for Continuous Control

Oct 16, 2020
Zhiyuan Xu, Kun Wu, Zhengping Che, Jian Tang, Jieping Ye


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DiDi's Machine Translation System for WMT2020

Oct 16, 2020
Tanfang Chen, Weiwei Wang, Wenyang Wei, Xing Shi, Xiangang Li, Jieping Ye, Kevin Knight

* Accepted at WMT 2020 

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Meta Graph Attention on Heterogeneous Graph with Node-Edge Co-evolution

Oct 09, 2020
Yucheng Lin, Huiting Hong, Xiaoqing Yang, Xiaodi Yang, Pinghua Gong, Jieping Ye

* 11pages, 4figures 

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Learning from Very Few Samples: A Survey

Sep 12, 2020
Jiang Lu, Pinghua Gong, Jieping Ye, Changshui Zhang

* 30 pages 

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Single-Timescale Stochastic Nonconvex-Concave Optimization for Smooth Nonlinear TD Learning

Aug 23, 2020
Shuang Qiu, Zhuoran Yang, Xiaohan Wei, Jieping Ye, Zhaoran Wang

* 45 pages; initial draft submitted in Feb, 2020 

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Predicting Individual Treatment Effects of Large-scale Team Competitions in a Ride-sharing Economy

Aug 07, 2020
Teng Ye, Wei Ai, Lingyu Zhang, Ning Luo, Lulu Zhang, Jieping Ye, Qiaozhu Mei

* Accepted to KDD 2020 

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PropagationNet: Propagate Points to Curve to Learn Structure Information

Jun 25, 2020
Xiehe Huang, Weihong Deng, Haifeng Shen, Xiubao Zhang, Jieping Ye

* The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2020, pp. 7265-7274 
* 10 pages, 8 figures, 8 tables, CVPR2020 

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Road Network Metric Learning for Estimated Time of Arrival

Jun 24, 2020
Yiwen Sun, Kun Fu, Zheng Wang, Changshui Zhang, Jieping Ye

* Accepted by 25th International Conference on Pattern Recognition (ICPR 2020) 

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Ensemble Model with Batch Spectral Regularization and Data Blending for Cross-Domain Few-Shot Learning with Unlabeled Data

Jun 09, 2020
Zhen Zhao, Bingyu Liu, Yuhong Guo, Jieping Ye


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A Transductive Multi-Head Model for Cross-Domain Few-Shot Learning

Jun 08, 2020
Jianan Jiang, Zhenpeng Li, Yuhong Guo, Jieping Ye


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FMA-ETA: Estimating Travel Time Entirely Based on FFN With Attention

Jun 07, 2020
Yiwen Sun, Yulu Wang, Kun Fu, Zheng Wang, Ziang Yan, Changshui Zhang, Jieping Ye


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Fusion Recurrent Neural Network

Jun 07, 2020
Yiwen Sun, Yulu Wang, Kun Fu, Zheng Wang, Changshui Zhang, Jieping Ye


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Feature Transformation Ensemble Model with Batch Spectral Regularization for Cross-Domain Few-Shot Classification

May 21, 2020
Bingyu Liu, Zhen Zhao, Zhenpeng Li, Jianan Jiang, Yuhong Guo, Jieping Ye


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Sequential Sentence Matching Network for Multi-turn Response Selection in Retrieval-based Chatbots

May 16, 2020
Chao Xiong, Che Liu, Zijun Xu, Junfeng Jiang, Jieping Ye

* 10 pages, 4 figures 

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Constructing Geographic and Long-term Temporal Graph for Traffic Forecasting

Apr 23, 2020
Yiwen Sun, Yulu Wang, Kun Fu, Zheng Wang, Changshui Zhang, Jieping Ye

* 7 pages, 5 figures 

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Hierarchical Adaptive Contextual Bandits for Resource Constraint based Recommendation

Apr 06, 2020
Mengyue Yang, Qingyang Li, Zhiwei Qin, Jieping Ye

* Accepted for publication at WWW (The Web Conference) 2020 

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Mutual Learning Network for Multi-Source Domain Adaptation

Mar 29, 2020
Zhenpeng Li, Zhen Zhao, Yuhong Guo, Haifeng Shen, Jieping Ye


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Adaptive Object Detection with Dual Multi-Label Prediction

Mar 29, 2020
Zhen Zhao, Yuhong Guo, Haifeng Shen, Jieping Ye


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Augmented Parallel-Pyramid Net for Attention Guided Pose-Estimation

Mar 17, 2020
Luanxuan Hou, Jie Cao, Yuan Zhao, Haifeng Shen, Yiping Meng, Ran He, Jieping Ye


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Upper Confidence Primal-Dual Optimization: Stochastically Constrained Markov Decision Processes with Adversarial Losses and Unknown Transitions

Mar 02, 2020
Shuang Qiu, Xiaohan Wei, Zhuoran Yang, Jieping Ye, Zhaoran Wang


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A Reinforcement Learning Framework for Time-Dependent Causal Effects Evaluation in A/B Testing

Feb 10, 2020
Chengchun Shi, Xiaoyu Wang, Shikai Luo, Rui Song, Hongtu Zhu, Jieping Ye


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A Review on Generative Adversarial Networks: Algorithms, Theory, and Applications

Jan 20, 2020
Jie Gui, Zhenan Sun, Yonggang Wen, Dacheng Tao, Jieping Ye


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