Yue Sun | DeepAI

DeepAI

Featured Co-authors

Yu Zhang
342 publications
Li Wang
140 publications
Hui Li
126 publications
Jun Xu
85 publications
Yi Zhu
82 publications
Qi Dou
82 publications
Qiang Li
80 publications
Jun Ma
74 publications
Bo Ai
72 publications
Dinggang Shen
65 publications
Mu Li
65 publications

∙ 12/13/2022

Generative methods for Urban design and rapid solution space exploration

Rapid population growth and climate change drive urban renewal and urban...

Yue Sun, et al. ∙

∙ 11/30/2022

Dynamic Sparse Training via Balancing the Exploration-Exploitation Trade-off

Over-parameterization of deep neural networks (DNNs) has shown high pred...

Shaoyi Huang, et al. ∙

∙ 11/03/2022

3D Reconstruction of Multiple Objects by mmWave Radar on UAV

In this paper, we explore the feasibility of utilizing a mmWave radar se...

Yue Sun, et al. ∙

∙ 09/04/2022

Incremental maximum likelihood estimation for efficient adaptive filtering

Adaptive filtering is a well-known problem with a wide range of applicat...

Shirin Jalali, et al. ∙

∙ 07/21/2022

R2P: A Deep Learning Model from mmWave Radar to Point Cloud

Recent research has shown the effectiveness of mmWave radar sensing for ...

Yue Sun, et al. ∙

∙ 03/30/2022

System Identification via Nuclear Norm Regularization

This paper studies the problem of identifying low-order linear systems v...

Yue Sun, et al. ∙

∙ 01/16/2022

Towards Sample-efficient Overparameterized Meta-learning

An overarching goal in machine learning is to build a generalizable mode...

Yue Sun, et al. ∙

∙ 09/19/2021

DeepPoint: A Deep Learning Model for 3D Reconstruction in Point Clouds via mmWave Radar

Recent research has shown that mmWave radar sensing is effective for obj...

Yue Sun, et al. ∙

∙ 09/09/2021

Quantum Machine Learning for Finance

Quantum computers are expected to surpass the computational capabilities...

Marco Pistoia, et al. ∙

∙ 08/05/2021

3DRIMR: 3D Reconstruction and Imaging via mmWave Radar based on Deep Learning

mmWave radar has been shown as an effective sensing technique in low vis...

Yue Sun, et al. ∙

∙ 08/05/2021

LIDAUS: Localization of IoT Device via Anchor UAV SLAM

We introduce LIDAUS Localization of IoT Device via Anchor UAV SLAM), an ...

Yue Sun, et al. ∙

∙ 02/14/2021

Sample Efficient Subspace-based Representations for Nonlinear Meta-Learning

Constructing good representations is critical for learning complex tasks...

Halil Ibrahim Gulluk, et al. ∙

∙ 08/18/2020

A Hierarchical User Intention-Habit Extract Network for Credit Loan Overdue Risk Detection

More personal consumer loan products are emerging in mobile banking APP....

Hao Guo, et al. ∙

∙ 07/04/2020

Multi-Site Infant Brain Segmentation Algorithms: The iSeg-2019 Challenge

To better understand early brain growth patterns in health and disorder,...

Yue Sun, et al. ∙

∙ 04/19/2020

ResNeSt: Split-Attention Networks

While image classification models have recently continued to advance, mo...

Hang Zhang, et al. ∙

∙ 06/18/2019

Escaping from saddle points on Riemannian manifolds

We consider minimizing a nonconvex, smooth function f on a Riemannian ma...

Yue Sun, et al. ∙

∙ 11/18/2018

Transform-Based Multilinear Dynamical System for Tensor Time Series Analysis

We propose a novel multilinear dynamical system (MLDS) in a transform do...

Weijun Lu, et al. ∙

∙ 02/20/2018

Statistical Software for Psychology: Comparing Development Practices Between CRAN and Other Communities

Different communities rely heavily on software, but use quite different ...

Spencer Smith, et al. ∙

∙ 02/10/2018

Optimize transfer learning for lung diseases in bronchoscopy using a new concept: sequential fine-tuning

Bronchoscopy inspection as a follow-up procedure from the radiological i...

Tao Tan, et al. ∙

∙ 12/23/2017

Denoising of 3D magnetic resonance images with multi-channel residual learning of convolutional neural network

The denoising of magnetic resonance (MR) images is a task of great impor...

Dongsheng Jiang, et al. ∙

∙ 12/01/2017

Spatial Modulation Aided Layered Division Multiplexing: A Spectral Efficiency Perspective

In this paper, spatial modulation (SM) is introduced to layered division...

Yue Sun, et al. ∙

∙ 10/23/2017

Tensor Matched Subspace Detection

The problem of testing whether an incomplete tensor lies in a given tens...

Cuiping Li, et al. ∙