Hong Kong Baptist University

∙ Hong Kong , Hong Kong ∙ 0 followers

18194 Hong Kong Baptist University is a publicly funded tertiary liberal arts institution with a Christian education heritage.

AutoML: A Survey of the State-of-the-Art

Deep learning has penetrated all aspects of our lives and brought us gre...
08/02/2019 ∙ by Xin He, et al. ∙ 257 ∙ share

read it
Computer-Aided Clinical Skin Disease Diagnosis Using CNN and Object Detection Models

Skin disease is one of the most common types of human diseases, which ma...
11/20/2019 ∙ by Xin He, et al. ∙ 18 ∙ share

read it
A level set representation method for N-dimensional convex shape and applications

In this work, we present a new efficient method for convex shape represe...
03/21/2020 ∙ by Lingfeng Li, et al. ∙ 16 ∙ share

read it
Regularized Fine-grained Meta Face Anti-spoofing

Face presentation attacks have become an increasingly critical concern w...
11/25/2019 ∙ by Rui Shao, et al. ∙ 7 ∙ share

read it
Convex Shape Prior for Deep Neural Convolution Network based Eye Fundus Images Segmentation

Convex Shapes (CS) are common priors for optic disc and cup segmentation...
05/15/2020 ∙ by Jun Liu, et al. ∙ 5 ∙ share

read it
Deep Plug-and-play Prior for Low-rank Tensor Completion

Tensor image data sets such as color images and multispectral images are...
05/11/2019 ∙ by Wen-Hao Xu, et al. ∙ 3 ∙ share

read it
Robust Tensor Completion Using Transformed Tensor SVD

In this paper, we study robust tensor completion by using transformed te...
07/02/2019 ∙ by Guangjing Song, et al. ∙ 3 ∙ share

read it
Open-set Adversarial Defense

Open-set recognition and adversarial defense study two key aspects of de...
09/02/2020 ∙ by Rui Shao, et al. ∙ 3 ∙ share

read it
IRS: A Large Synthetic Indoor Robotics Stereo Dataset for Disparity and Surface Normal Estimation

Indoor robotics localization, navigation and interaction heavily rely on...
12/20/2019 ∙ by Qiang Wang, et al. ∙ 2 ∙ share

read it
Light Field Spatial Super-resolution via Deep Combinatorial Geometry Embedding and Structural Consistency Regularization

Light field (LF) images acquired by hand-held devices usually suffer fro...
04/05/2020 ∙ by Jing Jin, et al. ∙ 1 ∙ share

read it
Robust data assimilation using L_1 and Huber norms

Data assimilation is the process to fuse information from priors, observ...
11/05/2015 ∙ by Vishwas Rao, et al. ∙ 0 ∙ share

read it
Dynamic Label Graph Matching for Unsupervised Video Re-Identification

Label estimation is an important component in an unsupervised person re-...
09/27/2017 ∙ by Mang Ye, et al. ∙ 0 ∙ share

read it
Towards well-specified semi-supervised model-based classifiers via structural adaptation

Semi-supervised learning plays an important role in large-scale machine ...
05/01/2017 ∙ by Zhaocai Sun, et al. ∙ 0 ∙ share

read it
A Synthetic Approach for Recommendation: Combining Ratings, Social Relations, and Reviews

Recommender systems (RSs) provide an effective way of alleviating the in...
01/11/2016 ∙ by Guang-Neng Hu, et al. ∙ 0 ∙ share

read it
Face Image Reconstruction from Deep Templates

State-of-the-art face recognition systems are based on deep (convolution...
03/02/2017 ∙ by Guangcan Mai, et al. ∙ 0 ∙ share

read it
Action2Activity: Recognizing Complex Activities from Sensor Data

As compared to simple actions, activities are much more complex, but sem...
11/07/2016 ∙ by Ye Liu, et al. ∙ 0 ∙ share

read it
Semi-Orthogonal Multilinear PCA with Relaxed Start

Principal component analysis (PCA) is an unsupervised method for learnin...
04/30/2015 ∙ by Qiquan Shi, et al. ∙ 0 ∙ share

read it
Outlier Detection In Large-scale Traffic Data By Naïve Bayes Method and Gaussian Mixture Model Method

It is meaningful to detect outliers in traffic data for traffic manageme...
12/28/2015 ∙ by Philip Lam, et al. ∙ 0 ∙ share

read it
Deformable Distributed Multiple Detector Fusion for Multi-Person Tracking

This paper addresses fully automated multi-person tracking in complex en...
12/18/2015 ∙ by Andy J Ma, et al. ∙ 0 ∙ share

read it
Bridging Information Criteria and Parameter Shrinkage for Model Selection

Model selection based on classical information criteria, such as BIC, is...
07/08/2013 ∙ by Kun Zhang, et al. ∙ 0 ∙ share

read it
Multiplex Structures: Patterns of Complexity in Real-World Networks

Complex network theory aims to model and analyze complex systems that co...
09/10/2010 ∙ by Jiming Liu, et al. ∙ 0 ∙ share

read it
A Three-stage Approach for Segmenting Degraded Color Images: Smoothing, Lifting and Thresholding (SLaT)

In this paper, we propose a SLaT (Smoothing, Lifting and Thresholding) m...
05/30/2015 ∙ by Xiaohao Cai, et al. ∙ 0 ∙ share

read it
Online Vehicle Detection For Estimating Traffic Status

We propose a traffic congestion estimation system based on unsupervised ...
07/06/2011 ∙ by Ranch Y. Q. Lai, et al. ∙ 0 ∙ share

read it
Performance Modeling and Evaluation of Distributed Deep Learning Frameworks on GPUs

Deep learning frameworks have been widely deployed on GPU servers for de...
11/16/2017 ∙ by Shaohuai Shi, et al. ∙ 0 ∙ share

read it
CNN based music emotion classification

Music emotion recognition (MER) is usually regarded as a multi-label tag...
04/19/2017 ∙ by Xin Liu, et al. ∙ 0 ∙ share

read it
GPGPU Performance Estimation with Core and Memory Frequency Scaling

Graphics Processing Units (GPUs) support dynamic voltage and frequency s...
01/19/2017 ∙ by Qiang Wang, et al. ∙ 0 ∙ share

read it
TFisher Tests: Optimal and Adaptive Thresholding for Combining p-Values

For testing a group of hypotheses, tremendous p-value combination method...
01/12/2018 ∙ by Hong Zhang, et al. ∙ 0 ∙ share

read it
Testing normality using the summary statistics with application to meta-analysis

As the most important tool to provide high-level evidence-based medicine...
01/29/2018 ∙ by Dehui Luo, et al. ∙ 0 ∙ share

read it
3D Point Cloud Denoising using Graph Laplacian Regularization of a Low Dimensional Manifold Model

3D point cloud - a new signal representation of volumetric objects - is ...
03/20/2018 ∙ by Jin Zeng, et al. ∙ 0 ∙ share

read it
MTFH: A Matrix Tri-Factorization Hashing Framework for Efficient Cross-Modal Retrieval

Hashing has recently sparked a great revolution in cross-modal retrieval...
05/04/2018 ∙ by Xin Liu, et al. ∙ 0 ∙ share

read it
Modeling and Evaluation of Synchronous Stochastic Gradient Descent in Distributed Deep Learning on Multiple GPUs

With huge amounts of training data, deep learning has made great breakth...
05/10/2018 ∙ by Shaohuai Shi, et al. ∙ 0 ∙ share

read it
Convexity Shape Prior for Level Set based Image Segmentation Method

We propose a geometric convexity shape prior preservation method for var...
05/22/2018 ∙ by Shi Yan, et al. ∙ 0 ∙ share

read it
Geometric Active Learning via Enclosing Ball Boundary

Active Learning (AL) requires learners to retrain the classifier with th...
05/31/2018 ∙ by Xiaofeng Cao, et al. ∙ 0 ∙ share

read it
Highly Scalable Deep Learning Training System with Mixed-Precision: Training ImageNet in Four Minutes

Synchronized stochastic gradient descent (SGD) optimizers with data para...
07/30/2018 ∙ by Xianyan Jia, et al. ∙ 0 ∙ share

read it
A Cooperative Group Optimization System

A cooperative group optimization (CGO) system is presented to implement ...
08/03/2018 ∙ by Xiao-Feng Xie, et al. ∙ 0 ∙ share

read it
PP-DBLP: Modeling and Generating Attributed Public-Private Networks with DBLP

In many online social networks (e.g., Facebook, Google+, Twitter, and In...
09/20/2018 ∙ by Xin Huang, et al. ∙ 0 ∙ share

read it
MG-WFBP: Efficient Data Communication for Distributed Synchronous SGD Algorithms

Distributed synchronous stochastic gradient descent has been widely used...
11/27/2018 ∙ by Shaohuai Shi, et al. ∙ 0 ∙ share

read it
A Distributed Synchronous SGD Algorithm with Global Top-k Sparsification for Low Bandwidth Networks

Distributed synchronous stochastic gradient descent (S-SGD) with data pa...
01/14/2019 ∙ by Shaohuai Shi, et al. ∙ 0 ∙ share

read it
Bayes Imbalance Impact Index: A Measure of Class Imbalanced Dataset for Classification Problem

Recent studies have shown that imbalance ratio is not the only cause of ...
01/29/2019 ∙ by Yang Lu, et al. ∙ 0 ∙ share

read it
A Fast Algorithm for Cosine Transform Based Tensor Singular Value Decomposition

Recently, there has been a lot of research into tensor singular value de...
02/08/2019 ∙ by Wen-Hao Xu, et al. ∙ 0 ∙ share

read it
BOLT-SSI: A Statistical Approach to Screening Interaction Effects for Ultra-High Dimensional Data

Detecting interaction effects is a crucial step in various applications....
02/10/2019 ∙ by Min Zhou, et al. ∙ 0 ∙ share

read it
Measurement and Analysis of the Bitcoin Networks: A View from Mining Pools

Mining pools, the main components of the Bitcoin network, dominate the c...
02/20/2019 ∙ by Canhui Wang, et al. ∙ 0 ∙ share

read it
Unsupervised Embedding Learning via Invariant and Spreading Instance Feature

This paper studies the unsupervised embedding learning problem, which re...
04/06/2019 ∙ by Mang Ye, et al. ∙ 0 ∙ share

read it
Stability and Optimization Error of Stochastic Gradient Descent for Pairwise Learning

In this paper we study the stability and its trade-off with optimization...
04/25/2019 ∙ by Wei Shen, et al. ∙ 0 ∙ share

read it
Authenticated Key-Value Stores with Hardware Enclaves

Authenticated data storage on an untrusted platform is an important comp...
04/26/2019 ∙ by Yuzhe, et al. ∙ 0 ∙ share

read it
A Survey of Community Search Over Big Graphs

With the rapid development of information technologies, various big grap...
04/29/2019 ∙ by Yixiang Fang, et al. ∙ 0 ∙ share

read it
Tucker Decomposition Network: Expressive Power and Comparison

Deep neural networks have achieved a great success in solving many machi...
05/23/2019 ∙ by Ye Liu, et al. ∙ 0 ∙ share

read it
CASS: Cross Adversarial Source Separation via Autoencoder

This paper introduces a cross adversarial source separation (CASS) frame...
05/23/2019 ∙ by Yong Zheng Ong, et al. ∙ 0 ∙ share

read it
The Impact of GPU DVFS on the Energy and Performance of Deep Learning: an Empirical Study

Over the past years, great progress has been made in improving the compu...
05/27/2019 ∙ by Zhenheng Tang, et al. ∙ 0 ∙ share

read it
Fast Algorithm for K-Truss Discovery on Public-Private Graphs

In public-private graphs, users share one public graph and have their ow...
06/01/2019 ∙ by Soroush Ebadian, et al. ∙ 0 ∙ share

read it

Hong Kong Baptist University

Featured Researchers