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1st Place Solutions of Waymo Open Dataset Challenge 2020 -- 2D Object Detection Track

Aug 04, 2020
Zehao Huang, Zehui Chen, Qiaofei Li, Hongkai Zhang, Naiyan Wang


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Unsupervised Depth Learning in Challenging Indoor Video: Weak Rectification to Rescue

Jun 04, 2020
Jia-Wang Bian, Huangying Zhan, Naiyan Wang, Tat-Jun Chin, Chunhua Shen, Ian Reid

* See codes, data, and demos in GitHub page (https://github.com/JiawangBian/Unsupervised-Indoor-Depth

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UST: Unifying Spatio-Temporal Context for Trajectory Prediction in Autonomous Driving

May 06, 2020
Hao He, Hengchen Dai, Naiyan Wang


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Dynamic R-CNN: Towards High Quality Object Detection via Dynamic Training

Apr 13, 2020
Hongkai Zhang, Hong Chang, Bingpeng Ma, Naiyan Wang, Xilin Chen


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DMLO: Deep Matching LiDAR Odometry

Apr 09, 2020
Zhichao Li, Naiyan Wang


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Unsupervised Scale-consistent Depth and Ego-motion Learning from Monocular Video

Oct 03, 2019
Jia-Wang Bian, Zhichao Li, Naiyan Wang, Huangying Zhan, Chunhua Shen, Ming-Ming Cheng, Ian Reid

* Accepted to NeurIPS 2019. Code is available at https://github.com/JiawangBian/SC-SfMLearner-Release 

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Cross View Fusion for 3D Human Pose Estimation

Sep 03, 2019
Haibo Qiu, Chunyu Wang, Jingdong Wang, Naiyan Wang, Wenjun Zeng

* Accepted by ICCV 2019 

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Sequence Level Semantics Aggregation for Video Object Detection

Aug 20, 2019
Haiping Wu, Yuntao Chen, Naiyan Wang, Zhaoxiang Zhang

* ICCV 2019 camera ready 

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Revisiting Feature Alignment for One-stage Object Detection

Aug 05, 2019
Yuntao Chen, Chenxia Han, Naiyan Wang, Zhaoxiang Zhang


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SimpleDet: A Simple and Versatile Distributed Framework for Object Detection and Instance Recognition

Mar 14, 2019
Yuntao Chen, Chenxia Han, Yanghao Li, Zehao Huang, Yi Jiang, Naiyan Wang, Zhaoxiang Zhang

* Tech Report 

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Scale-Aware Trident Networks for Object Detection

Jan 07, 2019
Yanghao Li, Yuntao Chen, Naiyan Wang, Zhaoxiang Zhang


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Spectral Feature Transformation for Person Re-identification

Nov 28, 2018
Chuanchen Luo, Yuntao Chen, Naiyan Wang, Zhaoxiang Zhang

* Tech Report 

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You Only Search Once: Single Shot Neural Architecture Search via Direct Sparse Optimization

Nov 05, 2018
Xinbang Zhang, Zehao Huang, Naiyan Wang

* ICLR2019 Submission 

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Data-Driven Sparse Structure Selection for Deep Neural Networks

Sep 05, 2018
Zehao Huang, Naiyan Wang

* ECCV Camera ready version 

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Multi-shot Pedestrian Re-identification via Sequential Decision Making

May 09, 2018
Jianfu Zhang, Naiyan Wang, Liqing Zhang


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DarkRank: Accelerating Deep Metric Learning via Cross Sample Similarities Transfer

Dec 18, 2017
Yuntao Chen, Naiyan Wang, Zhaoxiang Zhang


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Like What You Like: Knowledge Distill via Neuron Selectivity Transfer

Dec 18, 2017
Zehao Huang, Naiyan Wang


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Factorized Bilinear Models for Image Recognition

Sep 04, 2017
Yanghao Li, Naiyan Wang, Jiaying Liu, Xiaodi Hou

* Accepted by ICCV 2017 

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Demystifying Neural Style Transfer

Jul 01, 2017
Yanghao Li, Naiyan Wang, Jiaying Liu, Xiaodi Hou

* Accepted by IJCAI 2017 

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On The Stability of Video Detection and Tracking

Apr 04, 2017
Hong Zhang, Naiyan Wang


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Revisiting Batch Normalization For Practical Domain Adaptation

Nov 08, 2016
Yanghao Li, Naiyan Wang, Jianping Shi, Jiaying Liu, Xiaodi Hou


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MXNet: A Flexible and Efficient Machine Learning Library for Heterogeneous Distributed Systems

Dec 03, 2015
Tianqi Chen, Mu Li, Yutian Li, Min Lin, Naiyan Wang, Minjie Wang, Tianjun Xiao, Bing Xu, Chiyuan Zhang, Zheng Zhang

* In Neural Information Processing Systems, Workshop on Machine Learning Systems, 2016 

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Empirical Evaluation of Rectified Activations in Convolutional Network

Nov 27, 2015
Bing Xu, Naiyan Wang, Tianqi Chen, Mu Li


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Collaborative Deep Learning for Recommender Systems

Jun 18, 2015
Hao Wang, Naiyan Wang, Dit-Yan Yeung


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Understanding and Diagnosing Visual Tracking Systems

Apr 23, 2015
Naiyan Wang, Jianping Shi, Dit-Yan Yeung, Jiaya Jia


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Transferring Rich Feature Hierarchies for Robust Visual Tracking

Apr 23, 2015
Naiyan Wang, Siyi Li, Abhinav Gupta, Dit-Yan Yeung


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