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Binyu Wang

3 accepted papers

2023

MLCGAN: Multi-Lead ECG Synthesis with Multi Label Conditional Generative Adversarial Network

ICASSP 2023accepted

Electrocardiography(ECG) is a non-invasive tool used to identify the cardiovascular diseases. ECG classification studies have been concerned and made progress well. However, the problems about categories imbalance and absence of labelled clinic data are still dramatically hindered research developme…

Cited by 0SourceScholar
2023

See What the Robot Can't See: Learning Cooperative Perception for Visual Navigation

IROS 2023poster

We consider the problem of navigating a mobile robot towards a target in an unknown environment that is endowed with visual sensors, where neither the robot nor the sensors have access to global positioning information and only use first-person- view images. In order to overcome the need for positio…

Cited by 4SourcecodeScholar
2020

Mobile Robot Path Planning in Dynamic Environments Through Globally Guided Reinforcement Learning

RA-L 2020

Path planning for mobile robots in large dynamic environments is a challenging problem, as the robots are required to efficiently reach their given goals while simultaneously avoiding potential conflicts with other robots or dynamic objects. In the presence of dynamic obstacles, traditional solution

Cited by 321SourceScholar