Rui Zhu

ApolloCar3D: A Large 3D Car Instance Understanding Benchmark for Autonomous Driving

Autonomous driving has attracted remarkable attention from both industry...
11/29/2018 ∙ by Xibin Song, et al. ∙ 6 ∙ share

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MMDetection: Open MMLab Detection Toolbox and Benchmark

We present MMDetection, an object detection toolbox that contains a rich...
06/17/2019 ∙ by Kai Chen, et al. ∙ 1 ∙ share

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Learning Depth from Monocular Videos using Direct Methods

The ability to predict depth from a single image - using recent advances...
12/01/2017 ∙ by Chaoyang Wang, et al. ∙ 0 ∙ share

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Semantic Photometric Bundle Adjustment on Natural Sequences

The problem of obtaining dense reconstruction of an object in a natural ...
11/30/2017 ∙ by Rui Zhu, et al. ∙ 0 ∙ share

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Object-Centric Photometric Bundle Adjustment with Deep Shape Prior

Reconstructing 3D shapes from a sequence of images has long been a probl...
11/04/2017 ∙ by Rui Zhu, et al. ∙ 0 ∙ share

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Rethinking Reprojection: Closing the Loop for Pose-aware ShapeReconstruction from a Single Image

An emerging problem in computer vision is the reconstruction of 3D shape...
07/15/2017 ∙ by Rui Zhu, et al. ∙ 0 ∙ share

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Expectile Matrix Factorization for Skewed Data Analysis

Matrix factorization is a popular approach to solving matrix estimation ...
06/07/2016 ∙ by Rui Zhu, et al. ∙ 0 ∙ share

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The Conditional Lucas & Kanade Algorithm

The Lucas & Kanade (LK) algorithm is the method of choice for efficient ...
03/29/2016 ∙ by Chen-Hsuan Lin, et al. ∙ 0 ∙ share

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A Block-wise, Asynchronous and Distributed ADMM Algorithm for General Form Consensus Optimization

Many machine learning models, including those with non-smooth regularize...
02/24/2018 ∙ by Rui Zhu, et al. ∙ 0 ∙ share

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Asynchronous Stochastic Proximal Methods for Nonconvex Nonsmooth Optimization

We study stochastic algorithms for solving non-convex optimization probl...
02/24/2018 ∙ by Rui Zhu, et al. ∙ 0 ∙ share

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Bayesian ROC surface estimation under verification bias

The Receiver Operating Characteristic (ROC) surface is a generalization ...
03/18/2018 ∙ by Rui Zhu, et al. ∙ 0 ∙ share

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Android Malware Detection based on Factorization Machine

With the increasing popularity of Android smart phones in recent years, ...
05/30/2018 ∙ by Chenglin Li, et al. ∙ 0 ∙ share

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Android Malware Detection using Large-scale Network Representation Learning

With the growth of mobile devices and applications, the number of malici...
06/13/2018 ∙ by Rui Zhu, et al. ∙ 0 ∙ share

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A Model Parallel Proximal Stochastic Gradient Algorithm for Partially Asynchronous Systems

Large models are prevalent in modern machine learning scenarios, includi...
10/19/2018 ∙ by Rui Zhu, et al. ∙ 0 ∙ share

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ScratchDet:Exploring to Train Single-Shot Object Detectors from Scratch

Current state-of-the-art object objectors are fine-tuned from the off-th...
10/19/2018 ∙ by Rui Zhu, et al. ∙ 0 ∙ share

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Statistical Inference Attack Against PHY-layer Key Extraction and Countermeasures

The formal theoretical analysis on channel correlations in both real ind...
09/29/2018 ∙ by Rui Zhu, et al. ∙ 0 ∙ share

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SFA: Small Faces Attention Face Detector

In recent year, tremendous strides have been made in face detection than...
12/20/2018 ∙ by Shi Luo, et al. ∙ 0 ∙ share

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Improved Selective Refinement Network for Face Detection

As a long-standing problem in computer vision, face detection has attrac...
01/20/2019 ∙ by Shifeng Zhang, et al. ∙ 0 ∙ share

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Constrained Mutual Convex Cone Method for Image Set Based Recognition

In this paper, we propose a method for image-set classification based on...
03/14/2019 ∙ by Naoya Sogi, et al. ∙ 0 ∙ share

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TransGCN:Coupling Transformation Assumptions with Graph Convolutional Networks for Link Prediction

Link prediction is an important and frequently studied task that contrib...
10/01/2019 ∙ by Ling Cai, et al. ∙ 0 ∙ share

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Contextual Graph Attention for Answering Logical Queries over Incomplete Knowledge Graphs

Recently, several studies have explored methods for using KG embedding t...
09/30/2019 ∙ by Gengchen Mai, et al. ∙ 0 ∙ share

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3D Objectness Estimation via Bottom-up Regret Grouping

3D objectness estimation, namely discovering semantic objects from 3D sc...
12/05/2019 ∙ by Zelin Ye, et al. ∙ 0 ∙ share

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Multi-Scale Representation Learning for Spatial Feature Distributions using Grid Cells

Unsupervised text encoding models have recently fueled substantial progr...
02/16/2020 ∙ by Gengchen Mai, et al. ∙ 0 ∙ share

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Bayesian Semi-supervised learning under nonparanormality

Semi-supervised learning is a classification method which makes use of b...
01/11/2020 ∙ by Rui Zhu, et al. ∙ 0 ∙ share

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Semantically-Enriched Search Engine for Geoportals: A Case Study with ArcGIS Online

Many geoportals such as ArcGIS Online are established with the goal of i...
03/14/2020 ∙ by Gengchen Mai, et al. ∙ 0 ∙ share

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Rui Zhu

Featured Co-authors

Chen Change Loy

Peng Wang

Wanli Ouyang

Dahua Lin

Zheng Zhang

Tao Mei

Kai Chen

Hao Su

Jingdong Wang

Hongdong Li

Yue Wu

ApolloCar3D: A Large 3D Car Instance Understanding Benchmark for Autonomous Driving

MMDetection: Open MMLab Detection Toolbox and Benchmark

Learning Depth from Monocular Videos using Direct Methods

Semantic Photometric Bundle Adjustment on Natural Sequences

Object-Centric Photometric Bundle Adjustment with Deep Shape Prior

Rethinking Reprojection: Closing the Loop for Pose-aware ShapeReconstruction from a Single Image

Expectile Matrix Factorization for Skewed Data Analysis

The Conditional Lucas & Kanade Algorithm

A Block-wise, Asynchronous and Distributed ADMM Algorithm for General Form Consensus Optimization

Asynchronous Stochastic Proximal Methods for Nonconvex Nonsmooth Optimization

Bayesian ROC surface estimation under verification bias

Android Malware Detection based on Factorization Machine

Android Malware Detection using Large-scale Network Representation Learning

A Model Parallel Proximal Stochastic Gradient Algorithm for Partially Asynchronous Systems

ScratchDet:Exploring to Train Single-Shot Object Detectors from Scratch

Statistical Inference Attack Against PHY-layer Key Extraction and Countermeasures

SFA: Small Faces Attention Face Detector

Improved Selective Refinement Network for Face Detection

Constrained Mutual Convex Cone Method for Image Set Based Recognition

TransGCN:Coupling Transformation Assumptions with Graph Convolutional Networks for Link Prediction

Contextual Graph Attention for Answering Logical Queries over Incomplete Knowledge Graphs

3D Objectness Estimation via Bottom-up Regret Grouping

Multi-Scale Representation Learning for Spatial Feature Distributions using Grid Cells

Bayesian Semi-supervised learning under nonparanormality

Semantically-Enriched Search Engine for Geoportals: A Case Study with ArcGIS Online