Xiaoyu Zhao | DeepAI

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Wei Chen
332 publications
Jun Li
229 publications
Jun Zhang
202 publications
Limin Wang
104 publications
Guanghui Wang
84 publications
Wei Peng
70 publications
Gangshan Wu
43 publications
Wen Yao
38 publications
Ness B. Shroff
33 publications
Qinghua Guo
27 publications
Zhiqiang Gong
23 publications

∙ 04/14/2023

Multi-fidelity prediction of fluid flow and temperature field based on transfer learning using Fourier Neural Operator

Data-driven prediction of fluid flow and temperature distribution in mar...

0 Yanfang Lyu, et al. ∙

∙ 04/11/2023

SportsMOT: A Large Multi-Object Tracking Dataset in Multiple Sports Scenes

Multi-object tracking in sports scenes plays a critical role in gatherin...

0 Yutao Cui, et al. ∙

∙ 02/23/2023

Uncertainty Guided Ensemble Self-Training for Semi-Supervised Global Field Reconstruction

Recovering a globally accurate complex physics field from limited sensor...

0 Yunyang Zhang, et al. ∙

∙ 02/20/2023

RecFNO: a resolution-invariant flow and heat field reconstruction method from sparse observations via Fourier neural operator

Perception of the full state is an essential technology to support the m...

0 Xiaoyu Zhao, et al. ∙

∙ 02/08/2023

FR-LIO: Fast and Robust Lidar-Inertial Odometry by Tightly-Coupled Iterated Kalman Smoother and Robocentric Voxels

This paper presents a fast lidar-inertial odometry (LIO) system that is ...

0 Xiaoyu Zhao, et al. ∙

∙ 01/17/2023

Multi-fidelity surrogate modeling for temperature field prediction using deep convolution neural network

Temperature field prediction is of great importance in the thermal desig...

0 Yunyang Zhang, et al. ∙

∙ 03/10/2022

Semi-supervision semantic segmentation with uncertainty-guided self cross supervision

As a powerful way of realizing semi-supervised segmentation, the cross s...

0 Yunyang Zhang, et al. ∙

∙ 03/08/2022

Contrastive Enhancement Using Latent Prototype for Few-Shot Segmentation

Few-shot segmentation enables the model to recognize unseen classes with...

0 Xiaoyu Zhao, et al. ∙

∙ 02/14/2022

Deep Monte Carlo Quantile Regression for Quantifying Aleatoric Uncertainty in Physics-informed Temperature Field Reconstruction

For the temperature field reconstruction (TFR), a complex image-to-image...

0 Xiaohu Zheng, et al. ∙

∙ 01/26/2022

A deep learning method based on patchwise training for reconstructing temperature field

Physical field reconstruction is highly desirable for the measurement an...

3 Xingwen Peng, et al. ∙

∙ 01/01/2022

A Relaxed Energy Function Based Analog Neural Network Approach to Target Localization in Distributed MIMO Radar

Analog neural networks are highly effective to solve some optimization p...

0 Xiaoyu Zhao, et al. ∙

∙ 09/26/2021

Physics-informed Convolutional Neural Networks for Temperature Field Prediction of Heat Source Layout without Labeled Data

Recently, surrogate models based on deep learning have attracted much at...

31 Xiaoyu Zhao, et al. ∙

∙ 08/17/2021

TFRD: A Benchmark Dataset for Research on Temperature Field Reconstruction of Heat-Source Systems

Temperature field reconstruction of heat source systems (TFR-HSS) with l...

8 Xiaoqian Chen, et al. ∙

∙ 07/09/2021

IDRLnet: A Physics-Informed Neural Network Library

Physics Informed Neural Network (PINN) is a scientific computing framewo...

0 Wei Peng, et al. ∙

∙ 03/20/2021

A Deep Neural Network Surrogate Modeling Benchmark for Temperature Field Prediction of Heat Source Layout

Thermal issue is of great importance during layout design of heat source...

0 Xianqi Chen, et al. ∙

∙ 11/02/2020

Deep Feature Augmentation for Occluded Image Classification

Due to the difficulty in acquiring massive task-specific occluded images...

6 Feng Cen, et al. ∙

∙ 08/30/2019

Delay-Optimal and Energy-Efficient Communications with Markovian Arrivals

In this paper, delay-optimal and energy-efficient communication is studi...

0 Xiaoyu Zhao, et al. ∙

∙ 03/14/2019

Queue-Aware Variable-Length Coding for Ultra Reliable Low Latency Communications with Random Arrival

With the phenomenal growth of the Internet of Things (IoT), Ultra Reliab...

0 Xiaoyu Zhao, et al. ∙

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