b'Ning Li'

research

∙ 05/07/2023

Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity

Deep Reinforcement Learning (DRL) has exhibited efficacy in resolving th...

3 Jinghao Xin, et al. ∙

research

∙ 03/08/2023

Corner Detection Based on Multi-directional Gabor Filters with Multi-scales

Gabor wavelet is an essential tool for image analysis and computer visio...

0 Huaqing Wang, et al. ∙

research

∙ 02/27/2023

UMIFormer: Mining the Correlations between Similar Tokens for Multi-View 3D Reconstruction

In recent years, many video tasks have achieved breakthroughs by utilizi...

0 Zhenwei Zhu, et al. ∙

research

∙ 02/25/2023

Autonomous Exploration and Mapping for Mobile Robots via Cumulative Curriculum Reinforcement Learning

Deep reinforcement learning (DRL) has been widely applied in autonomous ...

0 Zhi Li, et al. ∙

research

∙ 02/18/2023

An Adaptive Plug-and-Play Network for Few-Shot Learning

Few-shot learning (FSL) requires a model to classify new samples after l...

2 Hao Li, et al. ∙

research

∙ 02/16/2023

Hardware-aware training for large-scale and diverse deep learning inference workloads using in-memory computing-based accelerators

Analog in-memory computing (AIMC) – a promising approach for energy-effi...

0 Malte J. Rasch, et al. ∙

research

∙ 01/13/2023

Short-time SSVEP data extension by a novel generative adversarial networks based framework

Steady-state visual evoked potentials (SSVEPs) based brain-computer inte...

0 Yudong Pan, et al. ∙

research

∙ 11/04/2022

GARNet: Global-Aware Multi-View 3D Reconstruction Network and the Cost-Performance Tradeoff

Deep learning technology has made great progress in multi-view 3D recons...

4 Zhenwei Zhu, et al. ∙

research

∙ 10/03/2022

Lexical semantics enhanced neural word embeddings

Current breakthroughs in natural language processing have benefited dram...

0 Dongqiang Yang, et al. ∙

research

∙ 09/30/2022

Synonym Detection Using Syntactic Dependency And Neural Embeddings

Recent advances on the Vector Space Model have significantly improved so...

0 Dongqiang Yang, et al. ∙

research

∙ 07/28/2022

CoNet: Borderless and decentralized server cooperation in edge computing

In edge computing (EC), by offloading tasks to edge server or remote clo...

0 Ning Li, et al. ∙

research

∙ 07/14/2022

In-memory Realization of In-situ Few-shot Continual Learning with a Dynamically Evolving Explicit Memory

Continually learning new classes from a few training examples without fo...

12 Geethan Karunaratne, et al. ∙

research

∙ 05/13/2022

Constructing Trajectory and Predicting Estimated Time of Arrival for Long Distance Travelling Vessels: A Probability Density-based Scanning Approach

In this study, a probability density-based approach for constructing tra...

10 Deqing Zhai, et al. ∙

research

∙ 04/08/2022

Optimizing Coordinative Schedules for Tanker Terminals: An Intelligent Large Spatial-Temporal Data-Driven Approach – Part 2

In this study, a novel coordinative scheduling optimization approach is ...

0 Deqing Zhai, et al. ∙

research

∙ 04/08/2022

Optimizing Coordinative Schedules for Tanker Terminals: An Intelligent Large Spatial-Temporal Data-Driven Approach – Part 1

In this study, a novel coordinative scheduling optimization approach is ...

0 Deqing Zhai, et al. ∙

research

∙ 10/28/2021

Efficient Algorithms and Implementation of a Semiparametric Joint Model for Longitudinal and Competing Risks Data: With Applications to Massive Biobank Data

Semiparametric joint models of longitudinal and competing risks data are...

0 Shanpeng Li, et al. ∙

research

∙ 10/26/2021

Real-time division-of-focal-plane polarization imaging system with progressive networks

Division-of-focal-plane (DoFP) polarization imaging technical recently h...

0 Rongyuan Wu, et al. ∙

research

∙ 09/27/2021

A Biologically Inspired Simultaneous Localization and Mapping System Based on LiDAR Sensor

Simultaneous localization and mapping (SLAM) is one of the essential tec...

0 Genghang Zhuang, et al. ∙

research

∙ 07/21/2021

Anomaly Detection via Self-organizing Map

Anomaly detection plays a key role in industrial manufacturing for produ...

12 Ning Li, et al. ∙

research

∙ 06/30/2021

A Flexible Joint Model for Multiple Longitudinal Biomarkers and A Time-to-Event Outcome: With Applications to Dynamic Prediction Using Highly Correlated Biomarkers

In biomedical studies it is common to collect data on multiple biomarker...

0 Ning Li, et al. ∙

research

∙ 02/16/2021

A Benchmark of Ocular Disease Intelligent Recognition: One Shot for Multi-disease Detection

In ophthalmology, early fundus screening is an economic and effective wa...

10 Ning Li, et al. ∙

research

∙ 01/07/2021

Multimodal Gait Recognition for Neurodegenerative Diseases

In recent years, single modality based gait recognition has been extensi...

0 Aite Zhao, et al. ∙

research

∙ 11/07/2020

SeqGenSQL – A Robust Sequence Generation Model for Structured Query Language

We explore using T5 (Raffel et al. (2019)) to directly translate natural...

2 Ning Li, et al. ∙

research

∙ 10/19/2020

SWIPENET: Object detection in noisy underwater images

In recent years, deep learning based object detection methods have achie...

0 Long Chen, et al. ∙

research

∙ 12/16/2019

The Network-based Candidate Forwarding Set Optimization Approach for Opportunistic Routing in Wireless Sensor Network

In wireless sensor networks (WSNs), the opportunistic routing has better...

0 Ning Li, et al. ∙

research

∙ 12/16/2019

Geographical and Topology Control based Opportunistic Routing for Ad Hoc Networks

The opportunistic routing has great advantages on improving packet deliv...

0 Ning Li, et al. ∙

research

∙ 12/16/2019

A new Frequency Estimation Sketch for Data Streams

In data stream applications, one of the critical issues is to estimate t...

0 Ning Li, et al. ∙

research

∙ 12/16/2019

Trapezoidal Sketch: A Sketch Structure for Frequency Estimation of Data Streams

The sketch is one of the typical and widely used data structures for est...

0 Ning Li, et al. ∙

research

∙ 12/16/2019

Pairwise-based Multi-Attribute Decision Making Approach for Wireless Network

In the wireless network applications, such as routing decision, network ...

0 Ning Li, et al. ∙

research

∙ 12/16/2019

Game Theory based Joint Task Offloading and Resources Allocation Algorithm for Mobile Edge Computing

Mobile edge computing (MEC) has emerged for reducing energy consumption ...

0 Jianen Yan, et al. ∙

research

∙ 09/10/2019

The Prevalence of Errors in Machine Learning Experiments

Context: Conducting experiments is central to research machine learning ...

0 Martin Shepperd, et al. ∙

research

∙ 09/09/2019

Deep Learning-based Radiomic Features for Improving Neoadjuvant Chemoradiation Response Prediction in Locally Advanced Rectal Cancer

Radiomic features achieve promising results in cancer diagnosis, treatme...

0 Jie Fu, et al. ∙

research

∙ 07/28/2019

A Systematic Review of Unsupervised Learning Techniques for Software Defect Prediction

Background: Unsupervised machine learners have been increasingly applied...

0 Ning Li, et al. ∙

research

∙ 04/25/2019

GPU-based Efficient Join Algorithms on Hadoop

The growing data has brought tremendous pressure for query processing an...

0 Hongzhi Wang, et al. ∙

research

∙ 09/06/2018

Deep Neural Net with Attention for Multi-channel Multi-touch Attribution

Customers are usually exposed to online digital advertisement channels, ...

0 Ning Li, et al. ∙

research

∙ 05/06/2018

Distributed Joint Offloading Decision and Resource Allocation for Multi-User Mobile Edge Computing: A Game Theory Approach

Due to the spectrum reuse in small cell network, the inter-cell interfer...

0 Ning Li, et al. ∙

research

∙ 04/04/2018

Self-Supervised Adversarial Hashing Networks for Cross-Modal Retrieval

Thanks to the success of deep learning, cross-modal retrieval has made s...

0 Chao Li, et al. ∙

research

∙ 12/14/2017

Detection and Attention: Diagnosing Pulmonary Lung Cancer from CT by Imitating Physicians

This paper proposes a novel and efficient method to build a Computer-Aid...

0 Ning Li, et al. ∙

Ning Li

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