Peilin Liu | DeepAI

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Wei Wang
492 publications
Jun Wang
360 publications
Yi Zhang
258 publications
Xiang Chen
132 publications
Yan Yan
126 publications
Haoyu Wang
104 publications
Chao Ma
82 publications
Le Sun
55 publications
Tao Luo
51 publications
Xianpei Han
49 publications
Zhi-Qin John Xu
43 publications

∙ 07/19/2023

Graph Federated Learning Based on the Decentralized Framework

Graph learning has a wide range of applications in many scenarios, which...

0 Peilin Liu, et al. ∙

∙ 05/08/2023

A Drop of Ink may Make a Million Think: The Spread of False Information in Large Language Models

Large language models (LLMs) like ChatGPT have gained increasing promine...

0 Ning Bian, et al. ∙

∙ 04/11/2023

Loop Closure Detection Based on Object-level Spatial Layout and Semantic Consistency

Visual simultaneous localization and mapping (SLAM) systems face challen...

0 Xingwu Ji, et al. ∙

∙ 06/21/2022

Optimally Controllable Perceptual Lossy Compression

Recent studies in lossy compression show that distortion and perceptual ...

0 Zeyu Yan, et al. ∙

∙ 05/25/2022

An Experimental Comparison Between Temporal Difference and Residual Gradient with Neural Network Approximation

Gradient descent or its variants are popular in training neural networks...

0 Shuyu Yin, et al. ∙

∙ 02/23/2022

Skeleton Sequence and RGB Frame Based Multi-Modality Feature Fusion Network for Action Recognition

Action recognition has been a heated topic in computer vision for its wi...

1 Xiaoguang Zhu, et al. ∙

∙ 08/04/2021

Optimal Transport for Unsupervised Restoration Learning

Recently, much progress has been made in unsupervised restoration learni...

0 Wei Wang, et al. ∙

∙ 07/15/2021

A life-long SLAM approach using adaptable local maps based on rasterized LIDAR images

Most real-time autonomous robot applications require a robot to traverse...

0 Waqas Ali, et al. ∙

∙ 06/05/2021

On Perceptual Lossy Compression: The Cost of Perceptual Reconstruction and An Optimal Training Framework

Lossy compression algorithms are typically designed to achieve the lowes...

0 Zeyu Yan, et al. ∙

∙ 03/19/2021

6-DOF Feature based LIDAR SLAM using ORB Features from Rasterized Images of 3D LIDAR Point Cloud

An accurate and computationally efficient SLAM algorithm is vital for mo...

0 Waqas Ali, et al. ∙

∙ 08/04/2020

Simultaneous Consensus Maximization and Model Fitting

Maximum consensus (MC) robust fitting is a fundamental problem in low-le...

0 Fei Wen, et al. ∙

∙ 06/16/2019

Blind Image Deblurring Using Patch-Wise Minimal Pixels Regularization

Blind image deblurring is a long standing challenging problem in image p...

0 Fei Wen, et al. ∙

∙ 03/02/2019

Matrix Completion via Nonconvex Regularization: Convergence of the Proximal Gradient Algorithm

Matrix completion has attracted much interest in the past decade in mach...

26 Fei Wen, et al. ∙

∙ 12/15/2018

3DTI-Net: Learn Inner Transform Invariant 3D Geometry Features using Dynamic GCN

Deep learning on point clouds has made a lot of progress recently. Many ...

0 Guanghua Pan, et al. ∙

∙ 08/16/2018

Nonconvex Regularization Based Sparse and Low-Rank Recovery in Signal Processing, Statistics, and Machine Learning

In the past decade, sparse and low-rank recovery have drawn much attenti...

10 Fei Wen, et al. ∙

∙ 08/09/2018

Efficient Outlier Removal for Large Scale Global Structure-from-Motion

This work addresses the outlier removal problem in large-scale global st...

0 Fei Wen, et al. ∙

∙ 04/02/2018

Benefit of Joint DOA and Delay Estimation with Application to Indoor Localization in WiFi and 5G

Accurate indoor localization has long been a challenging problem due to ...

0 Fei Wen, et al. ∙

∙ 04/02/2018

Joint DOA and Delay Estimation for 3D Indoor Localization in Next Generation WiFi and 5G

This paper address the joint direction-of-arrival (DOA) and time delay (...

0 Fei Wen, et al. ∙

∙ 04/15/2016

Positive Definite Estimation of Large Covariance Matrix Using Generalized Nonconvex Penalties

This work addresses the issue of large covariance matrix estimation in h...

0 Fei Wen, et al. ∙

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