Publications - Machine Learning SG

Temperature and temporal drift compensation for Al2O3-gate ISFET-based pH sensor using machine learning techniques (2020)

Soumendu Sinha Soumendu Sinha Rishabh Bhardwaj Nishad Sahu Hitesh Ahuja Rishi Sharma Rishi Sharma Ravindra Mukhiya Ravindra Mukhiya

isfet spice robustness artificial neural network integrated circuit +6 more

Microelectronics Journal 2 citations Published 2020-02-24
Suppressing Uncertainties for Large-Scale Facial Expression Recognition (2020)

Kai Wang Xiaojiang Peng Jianfei Yang Shijian Lu Yu Qiao

regularization facial expression deep learning pattern recognition ranking +3 more

arXiv preprint arXiv:2002.10392 Published 2020-02-24
PUGeo-Net: A Geometry-centric Network for 3D Point Cloud Upsampling (2020)

Yue Qian Junhui Hou Sam Kwong Ying He

point cloud upsampling tangent space jacobian matrix and determinant matrix +6 more

arXiv preprint arXiv:2002.10277 1 citations Published 2020-02-24
Mnemonics Training: Multi-Class Incremental Learning without Forgetting (2020)

Yaoyao Liu Yuting Su An-An Liu Bernt Schiele Qianru Sun

mnemonic forgetting machine learning computer science representativeness heuristic +2 more

arXiv preprint arXiv:2002.10211 4 citations Published 2020-02-24
Individual differences in Cantonese Chinese word recognition: Insights from the Chinese Lexicon Project. (2020)

Rosemarie Yh Lim Melvin J Yap Chi-Shing Tse

lexical decision task word lists by frequency processing fluency lexicon compound +6 more

Quarterly Journal of Experimental Psychology 1 citations Published 2020-02-23
Towards Label-Free 3D Segmentation of Optical Coherence Tomography Images of the Optic Nerve Head Using Deep Learning (2020)

Sripad Krishna Devalla Tan Hung Pham Satish Kumar Panda Liang Zhang Giridhar Subramanian Anirudh Swaminathan Chin Zhi Yun Mohan Rajan Sujatha Mohan Ramaswami Krishnadas Vijayalakshmi Senthil John Mark S. de Leon Tin A. Tun Ching-Yu Cheng Leopold Schmetterer Shamira Perera Tin Aung Alexandre H. Thiery Michael J. A. Girard

segmentation optical coherence tomography image quality deep learning computer vision +6 more

arXiv preprint arXiv:2002.09635 Published 2020-02-22
Residual Knowledge Distillation (2020)

Mengya Gao Yujun Shen Quanquan Li Chen Change Loy

residual distillation effective method machine learning computer science +2 more

arXiv preprint arXiv:2002.09168 4 citations Published 2020-02-21
Bayesian belief network-based project complexity measurement considering causal relationships (2020)

Lan Luo Limao Zhang Guangdong Wu

complexity management bayesian network analytics machine learning computer science +6 more

Journal of Civil Engineering and Management 1 citations Published 2020-02-21
Object 6D Pose Estimation with Non-local Attention (2020)

Jianhan Mei Henghui Ding Xudong Jiang

pose object detection deep learning computer vision estimation theory +4 more

arXiv preprint arXiv:2002.08749 Published 2020-02-20
Low-Power Dynamic Object Detection and Classification With Freely Moving Event Cameras. (2020)

Bharath Ramesh Andrés Ussa Luca Della Vedova Hong Yang Garrick Orchard

object detection feature extraction deep learning feature selection cognitive neuroscience of visual object recognition +6 more

Frontiers in Neuroscience 2 citations Published 2020-02-20
Do We Really Need to Access the Source Data? Source Hypothesis Transfer for Unsupervised Domain Adaptation (2020)

Jian Liang Dapeng Hu Jiashi Feng

source data feature learning feature extraction maximization classifier +6 more

arXiv preprint arXiv:2002.08546 6 citations Published 2020-02-20
Bi-directional Dermoscopic Feature Learning and Multi-scale Consistent Decision Fusion for Skin Lesion Segmentation (2020)

Xiaohong Wang Xudong Jiang Henghui Ding Jun Liu

feature learning segmentation discriminative model pattern recognition lesion +6 more

arXiv preprint arXiv:2002.08694 Published 2020-02-20
Value-driven Hindsight Modelling (2020)

Arthur Guez Fabio Viola Théophane Weber Lars Buesing Steven Kapturowski Doina Precup David Silver Nicolas Heess

reinforcement learning feature learning problem domain hindsight bias machine learning +6 more

arXiv preprint arXiv:2002.08329 Published 2020-02-19
A Fixation-Click Count Signature as a Visual Monitoring Enhancement Feature for Air Traffic Controllers (2020)

Hong Jie Wee Sun Woh Lye Jean-Philippe Pinheiro

eye tracking air traffic control perception computer vision comprehension +5 more

International Conference on Intelligent Human Systems Integration Published 2020-02-19
Deep Semantic Reconstruction Hashing for Similarity Retrieval (2020)

Yunbo Wang Xianfeng Ou Jian Liang Zhenan Sun

semantic similarity image retrieval binary code hash function quantization +5 more

IEEE Transactions on Circuits and Systems for Video Technology 3 citations Published 2020-02-18
DeepDualMapper: A Gated Fusion Network for Automatic Map Extraction using Aerial Images and Trajectories (2020)

Hao Wu Hanyuan Zhang Xinyu Zhang Weiwei Sun Baihua Zheng Yuning Jiang

aerial image sensor fusion convolutional neural network urban computing fuse +6 more

arXiv preprint arXiv:2002.06832 Published 2020-02-17
Deep Subspace Clustering (2020)

Xi Peng Jiashi Feng Joey Tianyi Zhou Yingjie Lei Shuicheng Yan

linear subspace artificial neural network kernel sparse matrix unit sphere +6 more

IEEE Transactions on Neural Networks 7 citations Published 2020-02-17
A literature survey on kinship verification through facial images (2020)

Xiaoqian Qin Dakun Liu Dong Wang

kinship literature survey automatic image annotation social media natural language processing +4 more

Neurocomputing 4 citations Published 2020-02-15
A Deep Learning Model for Segmentation of Geographic Atrophy to Study Its Long-Term Natural History. (2020)

Bart Liefers Johanna M. Colijn Cristina González-Gonzalo Timo Verzijden Jie Jin Wang Nichole Joachim Paul Mitchell Carel B. Hoyng Bram van Ginneken Caroline C.W. Klaver Clara I. Sánchez

sorensen dice coefficient linear regression perimeter segmentation intraclass correlation +6 more

Ophthalmology 4 citations Published 2020-02-15
The Automated Risk Estimation for the Navigation of Autonomous Ships by Learning with Navigation Feature (2020)

Wei Chian Tan Kie Hian Chua Yanling Wu

machine learning computer science artificial intelligence

International Journal of Computational Methods Published 2020-02-14

Previous Next

Temperature and temporal drift compensation for Al2O3-gate ISFET-based pH sensor using machine learning techniques (2020)

Suppressing Uncertainties for Large-Scale Facial Expression Recognition (2020)

PUGeo-Net: A Geometry-centric Network for 3D Point Cloud Upsampling (2020)

Mnemonics Training: Multi-Class Incremental Learning without Forgetting (2020)

Individual differences in Cantonese Chinese word recognition: Insights from the Chinese Lexicon Project. (2020)

Towards Label-Free 3D Segmentation of Optical Coherence Tomography Images of the Optic Nerve Head Using Deep Learning (2020)

Residual Knowledge Distillation (2020)

Bayesian belief network-based project complexity measurement considering causal relationships (2020)

Object 6D Pose Estimation with Non-local Attention (2020)

Low-Power Dynamic Object Detection and Classification With Freely Moving Event Cameras. (2020)

Do We Really Need to Access the Source Data? Source Hypothesis Transfer for Unsupervised Domain Adaptation (2020)

Bi-directional Dermoscopic Feature Learning and Multi-scale Consistent Decision Fusion for Skin Lesion Segmentation (2020)

Value-driven Hindsight Modelling (2020)

A Fixation-Click Count Signature as a Visual Monitoring Enhancement Feature for Air Traffic Controllers (2020)

Deep Semantic Reconstruction Hashing for Similarity Retrieval (2020)

DeepDualMapper: A Gated Fusion Network for Automatic Map Extraction using Aerial Images and Trajectories (2020)

Deep Subspace Clustering (2020)

A literature survey on kinship verification through facial images (2020)

A Deep Learning Model for Segmentation of Geographic Atrophy to Study Its Long-Term Natural History. (2020)

The Automated Risk Estimation for the Navigation of Autonomous Ships by Learning with Navigation Feature (2020)