Publications - Machine Learning SG

Real-Time Hand Pose Estimation Using Depth Camera (2019)

Liuhao Ge Junsong Yuan Nadia Magnenat Thalmann

pose computer vision computer science regression artificial intelligence

Published 2019-01-01
Real-Time Dense Mapping for Self-Driving Vehicles using Fisheye Cameras (2019)

Zhaopeng Cui Lionel Heng Ye Chuan Yeo Andreas Geiger Marc Pollefeys Torsten Sattler

depth map object detection image resolution odometry signed distance function +6 more

2019 International Conference on Robotics and Automation (ICRA) 9 citations Published 2019-01-01
Rapid Technique to Eliminate Moving Shadows for Accurate Vehicle Detection (2019)

Kratika Garg Nirmala Ramakrishnan Alok Prakash Srikanthan Thambipillai Punit Bhatt

robustness speedup shadow feature extraction computer vision +6 more

2019 IEEE Winter Conference on Applications of Computer Vision (WACV) Published 2019-01-01
Quantitative Assessment at Task-Level for Performance of Robotic Configurations and Task Plans (2019)

Ching-Yen Weng Wei Chian Tan Qilong Yuan I-Ming Chen

industrial robot robotics robot human computer interaction computer science +5 more

Journal of Intelligent and Robotic Systems 4 citations Published 2019-01-01
Project AutoVision: Localization and 3D Scene Perception for an Autonomous Vehicle with a Multi-Camera System (2019)

Lionel Heng Benjamin Choi Zhaopeng Cui Marcel Geppert Sixing Hu Benson Kuan Peidong Liu Rang Nguyen Ye Chuan Yeo Andreas Geiger Gim Hee Lee Marc Pollefeys Torsten Sattler

suite computer vision deep learning lidar computer science +4 more

2019 International Conference on Robotics and Automation (ICRA) 27 citations Published 2019-01-01
Optimizing Autoencoders for Learning Deep Representations From Health Data (2019)

Chongyu Zhou Yao Jia Mehul Motani

feature learning deep learning feature extraction data set machine learning +6 more

IEEE Journal of Biomedical and Health Informatics 10 citations Published 2019-01-01
Online Continual Learning with Maximal Interfered Retrieval (2019)

Rahaf Aljundi Eugene Belilovsky Tinne Tuytelaars Laurent Charlin Massimo Caccia Min Lin Lucas Page-Caccia

generative model forgetting machine learning computer science generative grammar +4 more

Advances in Neural Information Processing Systems 36 citations Published 2019-01-01
One-shot Face Reenactment. (2019)

Yunxuan Zhang Siwei Zhang Yue He Cheng Li Chen Change Loy Ziwei Liu

computer science computer vision artificial intelligence one shot

BMVC 4 citations Published 2019-01-01
Motor imagery classification enhancement with concurrent implementation of spatial filtration and modified stockwell transform (2019)

Rohit Bose Kaniska Samanta Soumya Chatterjee Saugat Bhattacharyya Anwesha Khasnobish

support vector machine gaussian noise motor imagery linear discriminant analysis distortion +6 more

Published 2019-01-01
More is Better: Precise and Detailed Image Captioning Using Online Positive Recall and Missing Concepts Mining (2019)

Mingxing Zhang Yang Yang Hanwang Zhang Yanli Ji Heng Tao Shen Tat-Seng Chua

closed captioning positive recall vocabulary semantics natural language processing +6 more

IEEE Transactions on Image Processing 34 citations Published 2019-01-01
Metrics for light source design (2019)

Talha Erdem Hilmi Volkan Demir

color temperature color rendering index luminous efficacy photometry computer vision +3 more

Color Science and Photometry for Lighting with LEDs and Semiconductor Nanocrystals Published 2019-01-01
Machine-Learning-Based Parallel Genetic Algorithms for Multi-Objective Optimization in Ultra-Reliable Low-Latency WSNs (2019)

Yuchao Chang Xiaobing Yuan Baoqing Li Dusit Niyato Naofal Al-Dhahir

cluster analysis multi objective optimization network topology genetic algorithm wireless network +6 more

IEEE Access 5 citations Published 2019-01-01
Machine Learning Risk Models (2019)

Zura Kakushadze Willie Yu

cluster analysis k means clustering source code determining the number of clusters in a data set machine learning +6 more

JRC Journals Published 2019-01-01
Machine learning research that matters for music creation : a case study (2019)

Bob L. Sturm Oded Ben-Tal Úna Monaghan Nick Collins Dorien Herremans Elaine Chew Gaëtan Hadjeres Emmanuel Deruty François Pachet

folk music computational creativity information and communications technology machine learning computer science +3 more

Journal of New Music Research 15 citations Published 2019-01-01
LSTM-based multi-label video event detection (2019)

An-An Liu Zhuang Shao Yongkang Wong Junnan Li Yuting Su Mohan S. Kankanhalli

object detection support vector machine preprocessor machine learning computer science +5 more

Multimedia Tools and Applications 5 citations Published 2019-01-01
Local fusion networks with chained residual pooling for video action recognition (2019)

Feixiang He Fayao Liu Rui Yao Guosheng Lin

motion blur residual pooling computer vision fusion +4 more

Image and Vision Computing Published 2019-01-01
Leveraging Compression-Based Graph Mining for Behavior-Based Malware Detection (2019)

Tobias Wuchner Aleksander Cislak Martin Ochoa Alexander Pretschner

molecule mining malware data modeling data flow diagram data mining +6 more

IEEE Transactions on Dependable and Secure Computing 15 citations Published 2019-01-01
Layer-Wise Relevance Propagation: An Overview (2019)

Grégoire Montavon Alexander Binder Sebastian Lapuschkin Wojciech Samek Klaus Robert Müller Klaus Robert Müller Klaus Robert Müller

artificial neural network artificial intelligence computer science deep neural networks layer wise

Explainable AI 68 citations Published 2019-01-01
Knowledge-oriented convolutional neural network for causal relation extraction from natural language texts (2019)

Pengfei Li Kezhi Mao

relationship extraction convolutional neural network framenet natural language feature engineering +6 more

Expert Systems With Applications 34 citations Published 2019-01-01
JSIS3D: Joint Semantic-Instance Segmentation of 3D Point Clouds With Multi-Task Pointwise Networks and Multi-Value Conditional Random Fields (2019)

Quang-Hieu Pham Thanh Nguyen Binh-Son Hua Gemma Roig Sai-Kit Yeung

pointwise conditional random field segmentation deep learning robustness +6 more

2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 71 citations Published 2019-01-01

Previous Next

Real-Time Hand Pose Estimation Using Depth Camera (2019)

Real-Time Dense Mapping for Self-Driving Vehicles using Fisheye Cameras (2019)

Rapid Technique to Eliminate Moving Shadows for Accurate Vehicle Detection (2019)

Quantitative Assessment at Task-Level for Performance of Robotic Configurations and Task Plans (2019)

Project AutoVision: Localization and 3D Scene Perception for an Autonomous Vehicle with a Multi-Camera System (2019)

Optimizing Autoencoders for Learning Deep Representations From Health Data (2019)

Online Continual Learning with Maximal Interfered Retrieval (2019)

One-shot Face Reenactment. (2019)

Motor imagery classification enhancement with concurrent implementation of spatial filtration and modified stockwell transform (2019)

More is Better: Precise and Detailed Image Captioning Using Online Positive Recall and Missing Concepts Mining (2019)

Metrics for light source design (2019)

Machine-Learning-Based Parallel Genetic Algorithms for Multi-Objective Optimization in Ultra-Reliable Low-Latency WSNs (2019)

Machine Learning Risk Models (2019)

Machine learning research that matters for music creation : a case study (2019)

LSTM-based multi-label video event detection (2019)

Local fusion networks with chained residual pooling for video action recognition (2019)

Leveraging Compression-Based Graph Mining for Behavior-Based Malware Detection (2019)

Layer-Wise Relevance Propagation: An Overview (2019)

Knowledge-oriented convolutional neural network for causal relation extraction from natural language texts (2019)

JSIS3D: Joint Semantic-Instance Segmentation of 3D Point Clouds With Multi-Task Pointwise Networks and Multi-Value Conditional Random Fields (2019)