Rui Yang | DeepAI

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Featured Co-authors

Dacheng Tao
495 publications
Yang Liu
344 publications
Xin Liu
216 publications
Bin Li
210 publications
Bo Liu
167 publications
Xiao Wang
144 publications
Tongliang Liu
140 publications
Cheng Li
122 publications
Tony Q. S. Quek
105 publications
Xiaojiang Du
89 publications
Xiaodong Liu
88 publications

∙ 07/01/2021

MHER: Model-based Hindsight Experience Replay

Solving multi-goal reinforcement learning (RL) problems with sparse rewa...

0 Rui Yang, et al. ∙

∙ 05/05/2021

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

We consider a two-stage stochastic optimization problem, in which a long...

0 An Liu, et al. ∙

∙ 04/20/2021

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

Autonomous driving has achieved rapid development over the last few deca...

0 Rui Yang, et al. ∙

∙ 04/14/2021

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

Deep reinforcement learning methods have shown great performance on many...

0 Yuan Pu, et al. ∙

∙ 04/10/2021

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

Surveillance cameras are widely applied for indoor occupancy measurement...

19 Ping Zhang, et al. ∙

∙ 02/25/2021

Bias-reduced multi-step hindsight experience replay

Multi-goal reinforcement learning is widely used in planning and robot m...

1 Rui Yang, et al. ∙

∙ 02/24/2021

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...

0 Lei Zheng, et al. ∙

∙ 12/09/2020

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

Accurate image segmentation is crucial for medical imaging applications....

14 Cheng Li, et al. ∙

∙ 12/07/2020

NCGNN: Node-level Capsule Graph Neural Network

Message passing has evolved as an effective tool for designing Graph Neu...

0 Rui Yang, et al. ∙

∙ 10/13/2020

Experimental Quantum Generative Adversarial Networks for Image Generation

Quantum machine learning is expected to be one of the first practical ap...

0 He-Liang Huang, et al. ∙

∙ 10/02/2020

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

We study the offline meta-reinforcement learning (OMRL) problem, a parad...

1 Lanqing Li, et al. ∙

∙ 09/04/2020

Safe Online Learning Tracking Control for Quadrotors under Wind Disturbances

Enforcing safety on precise trajectory tracking is critical for aerial r...

0 Lei Zheng, et al. ∙

∙ 08/08/2020

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

Safety and tracking stability are crucial for safety-critical systems su...

0 Lei Zheng, et al. ∙

∙ 07/24/2020

Home, SafeHome: Smart Home Reliability with Visibility and Atomicity

Smart environments (homes, factories, hospitals, buildings) contain an i...

0 Shegufta Bakht Ahsan, et al. ∙

∙ 10/22/2019

A Locating Model for Pulmonary Tuberculosis Diagnosis in Radiographs

Objective: We propose an end-to-end CNN-based locating model for pulmona...

17 Jiwei Liu, et al. ∙

∙ 09/05/2019

An Uplink Control Channel Design with Complementary Sequences for Unlicensed Bands

In this study, we propose two schemes based on non-contiguous complement...

0 Alphan Sahin, et al. ∙

∙ 08/14/2019

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...

0 Alphan Sahin, et al. ∙

∙ 08/12/2019

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

RGB-Thermal object tracking attempt to locate target object using comple...

2 Rui Yang, et al. ∙

∙ 05/06/2019

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

In this paper, we propose Hard Person Identity Mining (HPIM) that attemp...

0 Xiao Wang, et al. ∙

∙ 04/02/2019

A Reliable Uplink Control Channel Design with Complementary Sequences

In this study, we propose two schemes for uplink control channels based ...

0 Alphan Sahin, et al. ∙

∙ 02/06/2019

Robust Matrix Completion State Estimation in Distribution Systems

Due to the insufficient measurements in the distribution system state es...

0 Bo Liu, et al. ∙

∙ 01/22/2019

Pedestrian Attribute Recognition: A Survey

Recognizing pedestrian attributes is an important task in computer visio...

0 Xiao Wang, et al. ∙

∙ 11/27/2018

Quality-Aware Multimodal Saliency Detection via Deep Reinforcement Learning

Incorporating various modes of information into the machine learning pro...

0 Xiao Wang, et al. ∙

∙ 11/25/2018

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...

0 Xiao Wang, et al. ∙

∙ 10/04/2018

A Generic Complementary Sequence Encoder

In this study, we propose a generic complementary sequence (CS) encoder ...

0 Alphan Sahin, et al. ∙

∙ 08/09/2018

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...

0 Alphan Sahin, et al. ∙

∙ 04/05/2018

Timing Channel in IaaS: How to Identify and Investigate

Recently, the IaaS (Infrastructure as a Service) Cloud (e.g., Amazon EC2...

0 Xiao Fu, et al. ∙

∙ 01/28/2018

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...

0 Alphan Sahin, et al. ∙

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