Publications - Machine Learning SG

Road Perception in Driver Intention Inference System (2020)

Yang Xing Chen Lv Dongpu Cao

advanced driver assistance systems object detection system integration inference artificial society +6 more

Published 2020-01-01
Removing Reflection From a Single Image With Ghosting Effect (2020)

Yan Huang Yuhui Quan Yong Xu Ruotao Xu Hui Ji

ghosting wavelet transform latent image digital photography weighting +6 more

IEEE Transactions on Computational Imaging 1 citations Published 2020-01-01
Relative Pose Estimation of Calibrated Cameras with Known $\mathrm {SE}(3)$ Invariants. (2020)

Bo Li Evgeniy V. Martyushev Gim Hee Lee

pose invariant computer science computer vision artificial intelligence

ECCV (9) Published 2020-01-01
Reinforcement Learning for Zone Based Multiagent Pathfinding under Uncertainty. (2020)

Jiajing Ling Tarun Gupta Akshat Kumar

pathfinding reinforcement learning artificial intelligence computer science

ICAPS Published 2020-01-01
Real-Time Visual-Inertial Localization Using Semantic Segmentation Towards Dynamic Environments (2020)

Xinyang Zhao Changhong Wang Marcelo H. Ang

simultaneous localization and mapping augmented reality mobile robot segmentation robustness +6 more

IEEE Access Published 2020-01-01
Real-time object detection and manipulation using biomimetic musculoskeletal soft robotic grasper addressing robotic fan-handling challenge (2020)

Iyani N. Kalupahana Iyani N. Kalupahana Godwin Ponraj Guoniu Zhu Changsheng Li Hongliang Ren

robotic arm object detection robot grasp computer vision +6 more

Published 2020-01-01
Push for More: On Comparison of Data Augmentation and SMOTE with Optimised Deep Learning Architecture for Side-Channel. (2020)

Yoo-Seung Won Dirmanto Jap Shivam Bhasin

deep learning computer science side channel attack architecture computer architecture +1 more

WISA Published 2020-01-01
Predictive Task Assignment in Spatial Crowdsourcing: A Data-driven Approach (2020)

Yan Zhao Kai Zheng Yue Cui Han Su Feida Zhu Xiaofang Zhou

crowdsourcing graph partition greedy algorithm graph embedding data driven +6 more

2020 IEEE 36th International Conference on Data Engineering (ICDE) 4 citations Published 2020-01-01
Prediction of FMN Binding Sites in Electron Transport Chains based on 2-D CNN and PSSM Profiles. (2020)

Nguyen-Quoc-Khanh Le Nguyen-Quoc-Khanh Le Binh Phu Nguyen

fmn binding position specific scoring matrices deep learning convolutional neural network electron transport chain +5 more

IEEE/ACM Transactions on Computational Biology and Bioinformatics 6 citations Published 2020-01-01
PML-LocNet: Improving Object Localization With Prior-Induced Multi-View Learning Network (2020)

Xiaopeng Zhang Yang Yang Hongkai Xiong Jiashi Feng

overfitting object detection prior probability latent variable machine learning +6 more

IEEE Transactions on Image Processing Published 2020-01-01
PLC-Sleuth: Detecting and Localizing {PLC} Intrusions Using Control Invariants (2020)

Zeyu Yang Liang He Peng Cheng Jiming Chen David K.Y. Yau Linkang Du

invariant pattern recognition computer science artificial intelligence

23rd International Symposium on Research in Attacks, Intrusions and Defenses ({RAID} 2020) Published 2020-01-01
PatchNet: Hierarchical deep learning-based stable patch identification for the Linux Kernel (2020)

Thong Hoang Julia Lawall Yuan Tian Richard Jayadi Oentaryo David Lo

linux kernel source code commit deep learning kernel +5 more

IEEE Transactions on Software Engineering 4 citations Published 2020-01-01
Partially View-aligned Clustering (2020)

Zhenyu Huang Peng Hu Joey Tianyi Zhou Jiancheng Lv Xi Peng

cluster analysis pattern recognition computer science artificial intelligence

Advances in Neural Information Processing Systems Published 2020-01-01
Part-dependent Label Noise: Towards Instance-dependent Label Noise (2020)

Xiaobo Xia Tongliang Liu Bo Han Nannan Wang Mingming Gong Haifeng Liu Gang Niu Dacheng Tao Masashi Sugiyama

computer science pattern recognition artificial intelligence

Advances in Neural Information Processing Systems 6 citations Published 2020-01-01
Optimizing Blockchain Networks with Artificial Intelligence: Towards Efficient and Reliable IoT Applications (2020)

Furqan Jameel Uzair Javaid Biplab Sikdar Imran Khan George Mastorakis Constandinos X. Mavromoustakis

blockchain deep learning wireless network the internet modular design +5 more

Convergence of Artificial Intelligence and the Internet of Things 1 citations Published 2020-01-01
On Training Deep Neural Networks Using a Streaming Approach (2020)

Piotr Duda Maciej Jaworski Andrzej Cader Lipo Wang

computer science artificial intelligence deep neural networks

Journal of Artificial Intelligence and Soft Computing Research 7 citations Published 2020-01-01
On a Streaming Approach for Training Denoising Auto-encoders. (2020)

Piotr Duda Lipo Wang

computer science noise reduction computer vision artificial intelligence auto encoders

ICAISC (2) Published 2020-01-01
OmniFlex: omnidirectional flexible hand-held endoscopic manipulator with spheroidal joint (2020)

Hritwick Banerjee Hritwick Banerjee Low Rui Qi Joel Tan Xian Zheng Bryan Chua Pham Tan Hung Hongliang Ren

forceps curvature omnidirectional antenna human multitasking computer vision +6 more

Published 2020-01-01
Off-Policy Reinforcement Learning for Efficient and Effective GAN Architecture Search. (2020)

Yuan Tian Qin Wang Zhiwu Huang Wen Li Dengxin Dai Minghao Yang Jun Wang Olga Fink

reinforcement learning architecture artificial intelligence computer science

ECCV (7) 1 citations Published 2020-01-01
OD Morphing: Balancing Simplicity with Faithfulness for OD Bundling (2020)

Yan Lyu Xu Liu Hanyi Chen Arpan Mangal Kai Liu Chao Chen Brian Lim

morphing visualization data visualization computer vision trajectory +3 more

IEEE Transactions on Visualization and Computer Graphics Published 2020-01-01

Previous Next

Road Perception in Driver Intention Inference System (2020)

Removing Reflection From a Single Image With Ghosting Effect (2020)

Relative Pose Estimation of Calibrated Cameras with Known $\mathrm {SE}(3)$ Invariants. (2020)

Reinforcement Learning for Zone Based Multiagent Pathfinding under Uncertainty. (2020)

Real-Time Visual-Inertial Localization Using Semantic Segmentation Towards Dynamic Environments (2020)

Real-time object detection and manipulation using biomimetic musculoskeletal soft robotic grasper addressing robotic fan-handling challenge (2020)

Push for More: On Comparison of Data Augmentation and SMOTE with Optimised Deep Learning Architecture for Side-Channel. (2020)

Predictive Task Assignment in Spatial Crowdsourcing: A Data-driven Approach (2020)

Prediction of FMN Binding Sites in Electron Transport Chains based on 2-D CNN and PSSM Profiles. (2020)

PML-LocNet: Improving Object Localization With Prior-Induced Multi-View Learning Network (2020)

PLC-Sleuth: Detecting and Localizing {PLC} Intrusions Using Control Invariants (2020)

PatchNet: Hierarchical deep learning-based stable patch identification for the Linux Kernel (2020)

Partially View-aligned Clustering (2020)

Part-dependent Label Noise: Towards Instance-dependent Label Noise (2020)

Optimizing Blockchain Networks with Artificial Intelligence: Towards Efficient and Reliable IoT Applications (2020)

On Training Deep Neural Networks Using a Streaming Approach (2020)

On a Streaming Approach for Training Denoising Auto-encoders. (2020)

OmniFlex: omnidirectional flexible hand-held endoscopic manipulator with spheroidal joint (2020)

Off-Policy Reinforcement Learning for Efficient and Effective GAN Architecture Search. (2020)

OD Morphing: Balancing Simplicity with Faithfulness for OD Bundling (2020)