Xin Huang

AIM 2020: Scene Relighting and Illumination Estimation Challenge

We review the AIM 2020 challenge on virtual image relighting and illumin...
09/27/2020 ∙ by Majed El Helou, et al. ∙ 0 ∙ share

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Ontology-based Graph Visualization for Summarized View

Data summarization that presents a small subset of a dataset to users ha...
08/07/2020 ∙ by Xuliang Zhu, et al. ∙ 0 ∙ share

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Truss-based Structural Diversity Search in Large Graphs

Social decisions made by individuals are easily influenced by informatio...
07/10/2020 ∙ by Jinbin Huang, et al. ∙ 0 ∙ share

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Fast Risk Assessment for Autonomous Vehicles Using Learned Models of Agent Futures

This paper presents fast non-sampling based methods to assess the risk o...
05/27/2020 ∙ by Allen Wang, et al. ∙ 0 ∙ share

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Delving into the Imbalance of Positive Proposals in Two-stage Object Detection

Imbalance issue is a major yet unsolved bottleneck for the current objec...
05/23/2020 ∙ by Zheng Ge, et al. ∙ 6 ∙ share

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NMS by Representative Region: Towards Crowded Pedestrian Detection by Proposal Pairing

Although significant progress has been made in pedestrian detection rece...
03/28/2020 ∙ by Xin Huang, et al. ∙ 0 ∙ share

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CARPAL: Confidence-Aware Intent Recognition for Parallel Autonomy

Predicting the behavior of road agents is a difficult and crucial task f...
03/18/2020 ∙ by Xin Huang, et al. ∙ 11 ∙ share

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PS-RCNN: Detecting Secondary Human Instances in a Crowd via Primary Object Suppression

Detecting human bodies in highly crowded scenes is a challenging problem...
03/16/2020 ∙ by Zheng Ge, et al. ∙ 0 ∙ share

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DSSLP: A Distributed Framework for Semi-supervised Link Prediction

Link prediction is widely used in a variety of industrial applications, ...
02/27/2020 ∙ by Dalong Zhang, et al. ∙ 0 ∙ share

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Building Footprint Generation by IntegratingConvolution Neural Network with Feature PairwiseConditional Random Field (FPCRF)

Building footprint maps are vital to many remote sensing applications, s...
02/11/2020 ∙ by Qingyu Li, et al. ∙ 0 ∙ share

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Diversity-Aware Vehicle Motion Prediction via Latent Semantic Sampling

Vehicle trajectory prediction is crucial for autonomous driving and adva...
11/28/2019 ∙ by Xin Huang, et al. ∙ 2 ∙ share

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Fast Algorithms for Intimate-Core Group Search in Weighted Graphs

Community search that finds query-dependent communities has been studied...
08/30/2019 ∙ by Longxu Sun, et al. ∙ 0 ∙ share

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Parameter-free Structural Diversity Search

The problem of structural diversity search is to nd the top-k vertices w...
08/30/2019 ∙ by Jinbin Huang, et al. ∙ 0 ∙ share

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The Constrained Round Robin Algorithm for Fair and Efficient Allocation

We consider a multi-agent resource allocation setting that models the as...
08/01/2019 ∙ by Haris Aziz, et al. ∙ 0 ∙ share

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An algorithmic framework for approximating maximin share allocation of chores

In this paper, we consider the problem of how to fairly dividing m indiv...
07/10/2019 ∙ by Xin Huang, et al. ∙ 0 ∙ share

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Revised Progressive-Hedging-Algorithm Based Two-layer Solution Scheme for Bayesian Reinforcement Learning

Stochastic control with both inherent random system noise and lack of kn...
06/21/2019 ∙ by Xin Huang, et al. ∙ 0 ∙ share

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Fast Algorithm for K-Truss Discovery on Public-Private Graphs

In public-private graphs, users share one public graph and have their ow...
06/01/2019 ∙ by Soroush Ebadian, et al. ∙ 0 ∙ share

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Hyperbolic Interaction Model For Hierarchical Multi-Label Classification

Different from the traditional classification tasks which assume mutual ...
05/26/2019 ∙ by Boli Chen, et al. ∙ 0 ∙ share

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Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text Classification

Extreme multi-label text classification (XMTC) aims at tagging a documen...
05/24/2019 ∙ by Xin Huang, et al. ∙ 0 ∙ share

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Semi-Unsupervised Lifelong Learning for Sentiment Classification

Lifelong machine learning is a novel machine learning paradigm which con...
04/30/2019 ∙ by Xianbin Hong, et al. ∙ 0 ∙ share

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A Survey of Community Search Over Big Graphs

With the rapid development of information technologies, various big grap...
04/29/2019 ∙ by Yixiang Fang, et al. ∙ 0 ∙ share

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CRAD: Clustering with Robust Autocuts and Depth

We develop a new density-based clustering algorithm named CRAD which is ...
04/08/2019 ∙ by Xin Huang, et al. ∙ 0 ∙ share

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Simultaneous Spectral-Spatial Feature Selection and Extraction for Hyperspectral Images

In hyperspectral remote sensing data mining, it is important to take int...
04/08/2019 ∙ by Lefei Zhang, et al. ∙ 2 ∙ share

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Online Risk-Bounded Motion Planning for Autonomous Vehicles in Dynamic Environments

A crucial challenge to efficient and robust motion planning for autonomo...
04/04/2019 ∙ by Xin Huang, et al. ∙ 0 ∙ share

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Envy-freeness up to any item with high Nash welfare: The virtue of donating items

Several fairness concepts have been proposed recently in attempts to app...
02/12/2019 ∙ by Ioannis Caragiannis, et al. ∙ 0 ∙ share

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Uncertainty-Aware Driver Trajectory Prediction at Urban Intersections

Predicting the motion of a driver's vehicle is crucial for advanced driv...
01/16/2019 ∙ by Xin Huang, et al. ∙ 6 ∙ share

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Boost Blockchain Broadcast Propagation with Tree Routing

In recent years, with the rapid development and popularization of BitCoi...
10/30/2018 ∙ by Jia Kan, et al. ∙ 0 ∙ share

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PP-DBLP: Modeling and Generating Attributed Public-Private Networks with DBLP

In many online social networks (e.g., Facebook, Google+, Twitter, and In...
09/20/2018 ∙ by Xin Huang, et al. ∙ 0 ∙ share

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Improve Blockchain Performance using Graph Data Structure and Parallel Mining

Blockchain technology is ushering in another break- out year, the challe...
08/31/2018 ∙ by Jia Kan, et al. ∙ 0 ∙ share

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Adversarial Attack on Graph Structured Data

Deep learning on graph structures has shown exciting results in various ...
06/06/2018 ∙ by Hanjun Dai, et al. ∙ 0 ∙ share

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Branched Generative Adversarial Networks for Multi-Scale Image Manifold Learning

We introduce BranchGAN, a novel training method that enables uncondition...
03/22/2018 ∙ by Zili Yi, et al. ∙ 0 ∙ share

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Deep Cross-media Knowledge Transfer

Cross-media retrieval is a research hotspot in multimedia area, which ai...
03/10/2018 ∙ by Xin Huang, et al. ∙ 0 ∙ share

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MHTN: Modal-adversarial Hybrid Transfer Network for Cross-modal Retrieval

Cross-modal retrieval has drawn wide interest for retrieval across diffe...
08/08/2017 ∙ by Xin Huang, et al. ∙ 0 ∙ share

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Cross-modal Common Representation Learning by Hybrid Transfer Network

DNN-based cross-modal retrieval is a research hotspot to retrieve across...
06/01/2017 ∙ by Xin Huang, et al. ∙ 0 ∙ share

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Cross-media Similarity Metric Learning with Unified Deep Networks

As a highlighting research topic in the multimedia area, cross-media ret...
04/14/2017 ∙ by Jinwei Qi, et al. ∙ 0 ∙ share

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An Overview of Cross-media Retrieval: Concepts, Methodologies, Benchmarks and Challenges

Multimedia retrieval plays an indispensable role in big data utilization...
04/07/2017 ∙ by Yuxin Peng, et al. ∙ 0 ∙ share

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CCL: Cross-modal Correlation Learning with Multi-grained Fusion by Hierarchical Network

Cross-modal retrieval has become a highlighted research topic for retrie...
04/07/2017 ∙ by Yuxin Peng, et al. ∙ 0 ∙ share

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Cross-modal Deep Metric Learning with Multi-task Regularization

DNN-based cross-modal retrieval has become a research hotspot, by which ...
03/21/2017 ∙ by Xin Huang, et al. ∙ 0 ∙ share

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Information-theoretic interpretation of tuning curves for multiple motion directions

We have developed an efficient information-maximization method for compu...
02/01/2017 ∙ by Wentao Huang, et al. ∙ 0 ∙ share

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Xin Huang

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