b'Rui Yang'

Two-Stage Stochastic Optimization via Primal-Dual Decomposition and Deep Unrolling

We consider a two-stage stochastic optimization problem, in which a long...
05/05/2021 ∙ by An Liu, et al. ∙ 0 ∙ share

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Efficient Online Transfer Learning for 3D Object Classification in Autonomous Driving

Autonomous driving has achieved rapid development over the last few deca...
04/20/2021 ∙ by Rui Yang, et al. ∙ 0 ∙ share

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Decomposed Soft Actor-Critic Method for Cooperative Multi-Agent Reinforcement Learning

Deep reinforcement learning methods have shown great performance on many...
04/14/2021 ∙ by Yuan Pu, et al. ∙ 0 ∙ share

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Unveiling personnel movement in a larger indoor area with a non-overlapping multi-camera system

Surveillance cameras are widely applied for indoor occupancy measurement...
04/10/2021 ∙ by Ping Zhang, et al. ∙ 19 ∙ share

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Bias-reduced multi-step hindsight experience replay

Multi-goal reinforcement learning is widely used in planning and robot m...
02/25/2021 ∙ by Rui Yang, et al. ∙ 0 ∙ share

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Safe Learning-based Gradient-free Model Predictive Control Based on Cross-entropy Method

In this paper, a safe and learning-based control framework for model pre...
02/24/2021 ∙ by Lei Zheng, et al. ∙ 0 ∙ share

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AIDE: Annotation-efficient deep learning for automatic medical image segmentation

Accurate image segmentation is crucial for medical imaging applications....
12/09/2020 ∙ by Cheng Li, et al. ∙ 14 ∙ share

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NCGNN: Node-level Capsule Graph Neural Network

Message passing has evolved as an effective tool for designing Graph Neu...
12/07/2020 ∙ by Rui Yang, et al. ∙ 0 ∙ share

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Experimental Quantum Generative Adversarial Networks for Image Generation

Quantum machine learning is expected to be one of the first practical ap...
10/13/2020 ∙ by He-Liang Huang, et al. ∙ 0 ∙ share

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Efficient Fully-Offline Meta-Reinforcement Learning via Distance Metric Learning and Behavior Regularization

We study the offline meta-reinforcement learning (OMRL) problem, a parad...
10/02/2020 ∙ by Lanqing Li, et al. ∙ 0 ∙ share

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Safe Online Learning Tracking Control for Quadrotors under Wind Disturbances

Enforcing safety on precise trajectory tracking is critical for aerial r...
09/04/2020 ∙ by Lei Zheng, et al. ∙ 0 ∙ share

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Learning-Based Safety-Stability-Driven Control for Safety-Critical Systems under Model Uncertainties

Safety and tracking stability are crucial for safety-critical systems su...
08/08/2020 ∙ by Lei Zheng, et al. ∙ 0 ∙ share

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Home, SafeHome: Smart Home Reliability with Visibility and Atomicity

Smart environments (homes, factories, hospitals, buildings) contain an i...
07/24/2020 ∙ by Shegufta Bakht Ahsan, et al. ∙ 0 ∙ share

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A Locating Model for Pulmonary Tuberculosis Diagnosis in Radiographs

Objective: We propose an end-to-end CNN-based locating model for pulmona...
10/22/2019 ∙ by Jiwei Liu, et al. ∙ 17 ∙ share

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An Uplink Control Channel Design with Complementary Sequences for Unlicensed Bands

In this study, we propose two schemes based on non-contiguous complement...
09/05/2019 ∙ by Alphan Sahin, et al. ∙ 0 ∙ share

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Low-PAPR Multi-channel OOK Waveform for IEEE 802.11ba Wake-up Radio

The peak-to-average-power ratio (PAPR) of the frequency domain multiplex...
08/14/2019 ∙ by Alphan Sahin, et al. ∙ 0 ∙ share

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Learning Target-oriented Dual Attention for Robust RGB-T Tracking

RGB-Thermal object tracking attempt to locate target object using comple...
08/12/2019 ∙ by Rui Yang, et al. ∙ 2 ∙ share

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Improved Hard Example Mining by Discovering Attribute-based Hard Person Identity

In this paper, we propose Hard Person Identity Mining (HPIM) that attemp...
05/06/2019 ∙ by Xiao Wang, et al. ∙ 0 ∙ share

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A Reliable Uplink Control Channel Design with Complementary Sequences

In this study, we propose two schemes for uplink control channels based ...
04/02/2019 ∙ by Alphan Sahin, et al. ∙ 0 ∙ share

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Robust Matrix Completion State Estimation in Distribution Systems

Due to the insufficient measurements in the distribution system state es...
02/06/2019 ∙ by Bo Liu, et al. ∙ 0 ∙ share

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Pedestrian Attribute Recognition: A Survey

Recognizing pedestrian attributes is an important task in computer visio...
01/22/2019 ∙ by Xiao Wang, et al. ∙ 0 ∙ share

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Quality-Aware Multimodal Saliency Detection via Deep Reinforcement Learning

Incorporating various modes of information into the machine learning pro...
11/27/2018 ∙ by Xiao Wang, et al. ∙ 0 ∙ share

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Describe and Attend to Track: Learning Natural Language guided Structural Representation and Visual Attention for Object Tracking

The tracking-by-detection framework requires a set of positive and negat...
11/25/2018 ∙ by Xiao Wang, et al. ∙ 0 ∙ share

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A Generic Complementary Sequence Encoder

In this study, we propose a generic complementary sequence (CS) encoder ...
10/04/2018 ∙ by Alphan Sahin, et al. ∙ 0 ∙ share

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Sequence-Based OOK for Orthogonal Multiplexing of Wake-up Radio Signals and OFDM Waveforms

In this study, we propose an approach to constructing on-off keying (OOK...
08/09/2018 ∙ by Alphan Sahin, et al. ∙ 0 ∙ share

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Timing Channel in IaaS: How to Identify and Investigate

Recently, the IaaS (Infrastructure as a Service) Cloud (e.g., Amazon EC2...
04/05/2018 ∙ by Xiao Fu, et al. ∙ 0 ∙ share

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A Comparison of SC-FDE and UW DFT-s-OFDM for Millimeter Wave Communications

In this study, we compare the single-carrier (SC) waveform adopted in IE...
01/28/2018 ∙ by Alphan Sahin, et al. ∙ 0 ∙ share

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Rui Yang

Featured Co-authors

Yang Liu

Dacheng Tao

Xin Liu

Bin Li

Bo Liu

Xiaojiang Du

Cheng Li

Tongliang Liu

Xiao Wang

Xin Yao

Tony Q. S. Quek

Two-Stage Stochastic Optimization via Primal-Dual Decomposition and Deep Unrolling

Efficient Online Transfer Learning for 3D Object Classification in Autonomous Driving

Decomposed Soft Actor-Critic Method for Cooperative Multi-Agent Reinforcement Learning

Unveiling personnel movement in a larger indoor area with a non-overlapping multi-camera system

Bias-reduced multi-step hindsight experience replay

Safe Learning-based Gradient-free Model Predictive Control Based on Cross-entropy Method

AIDE: Annotation-efficient deep learning for automatic medical image segmentation

NCGNN: Node-level Capsule Graph Neural Network

Experimental Quantum Generative Adversarial Networks for Image Generation

Efficient Fully-Offline Meta-Reinforcement Learning via Distance Metric Learning and Behavior Regularization

Safe Online Learning Tracking Control for Quadrotors under Wind Disturbances

Learning-Based Safety-Stability-Driven Control for Safety-Critical Systems under Model Uncertainties

Home, SafeHome: Smart Home Reliability with Visibility and Atomicity

A Locating Model for Pulmonary Tuberculosis Diagnosis in Radiographs

An Uplink Control Channel Design with Complementary Sequences for Unlicensed Bands

Low-PAPR Multi-channel OOK Waveform for IEEE 802.11ba Wake-up Radio

Learning Target-oriented Dual Attention for Robust RGB-T Tracking

Improved Hard Example Mining by Discovering Attribute-based Hard Person Identity

A Reliable Uplink Control Channel Design with Complementary Sequences

Robust Matrix Completion State Estimation in Distribution Systems

Pedestrian Attribute Recognition: A Survey

Quality-Aware Multimodal Saliency Detection via Deep Reinforcement Learning

Describe and Attend to Track: Learning Natural Language guided Structural Representation and Visual Attention for Object Tracking

A Generic Complementary Sequence Encoder

Sequence-Based OOK for Orthogonal Multiplexing of Wake-up Radio Signals and OFDM Waveforms

Timing Channel in IaaS: How to Identify and Investigate

A Comparison of SC-FDE and UW DFT-s-OFDM for Millimeter Wave Communications