Publications - Machine Learning SG

Hybrid MBlur: Using Ray Tracing to Solve the Partial Occlusion Artifacts in Real-Time Rendering of Motion Blur Effect. (2020)

Tan Yu Wei Cui Xiaohan Anand Bhojan

motion blur ray tracing real time rendering computer vision computer science +2 more

ACM SIGGRAPH 2020 Posters Published 2020-08-17
An Intelligent Multi-View Active Learning Method Based on a Double-Branch Network. (2020)

Fucong Liu Tongzhou Zhang Caixia Zheng Yuanyuan Cheng Xiaoli Liu Miao Qi Jun Kong Jianzhong Wang

deep learning convolutional neural network active learning classifier contextual image classification +6 more

Entropy Published 2020-08-17
A Convolutional Neural Network-Based Patent Image Retrieval Method for Design Ideation (2020)

Shuo Jiang Jianxi Luo Guillermo Ruiz Pava Jie Hu Christopher L. Magee

convolutional neural network image retrieval pattern recognition computer science artificial intelligence +1 more

Volume 9: 40th Computers and Information in Engineering Conference (CIE) Published 2020-08-17
Training CNN Classifiers for Semantic Segmentation using Partially Annotated Images: with Application on Human Thigh and Calf MRI. (2020)

Chun Kit Wong Stephanie Marchesseau Maria Kalimeri Tiang Siew Yap Serena S. H. Teo Lingaraj Krishna Alfredo Franco-Obregón Stacey K. H. Tay Chin Meng Khoo Philip T. H. Lee Melvin K. S. Leow John J. Totman Mary C. Stephenson

supervised learning classifier segmentation pattern recognition masking +5 more

arXiv preprint arXiv:2008.07030 Published 2020-08-16
Object Detection with a Unified Label Space from Multiple Datasets (2020)

Xiangyun Zhao Samuel Schulter Gaurav Sharma Yi-Hsuan Tsai Manmohan Chandraker Ying Wu

object detection computer vision computer science artificial intelligence

ECCV (14) Published 2020-08-15
Dual-dropout graph convolutional network for predicting synthetic lethality in human cancers. (2020)

Ruichu Cai Xuexin Chen Yuan Fang Min Wu Yuexing Hao

gene interaction overfitting matrix decomposition machine learning python +6 more

Bioinformatics 6 citations Published 2020-08-15
Infinity Flow: High-Throughput Single-Cell Quantification of 100s of Proteins Using Conventional Flow Cytometry and Machine Learning (2020)

Etienne Becht Daniel Tolstrup Charles-Antoine Dutertre Florent Ginhoux Evan W. Newell Evan W. Newell Raphael Gottardo Mark B. Headley

cluster analysis dimensionality reduction throughput flow cytometry proteomics +6 more

bioRxiv Published 2020-08-14
Modeling Caricature Expressions by 3D Blendshape and Dynamic Texture (2020)

Keyu Chen Jianmin Zheng Jianfei Cai Juyong Zhang

expression geometric shape animation color space exaggeration +5 more

arXiv preprint arXiv:2008.05714 Published 2020-08-13
Marginally-calibrated deep distributional regression (2020)

Nadja Klein David J. Nott Michael Stanley Smith

regression analysis uncertainty quantification approximate bayesian computation artificial neural network regression +6 more

Journal of Computational and Graphical Statistics 3 citations Published 2020-08-13
Effects of local and global spatial patterns in EEG motor-imagery classification using convolutional neural network (2020)

Jacob Jiexun Liao Joy Jiayu Luo Tao Yang Rosa Qi Yue So Matthew Chin Heng Chua

convolutional neural network deep learning motor imagery image processing video processing +5 more

Brain-Computer Interfaces Published 2020-08-13
Can We Trust Your Explanations? Sanity Checks for Interpreters in Android Malware Analysis (2020)

Ming Fan Wenying Wei Xiaofei Xie Yang Liu Xiaohong Guan Ting Liu

malware analysis malware robustness machine learning computer science +4 more

arXiv preprint arXiv:2008.05895 Published 2020-08-13
Accelerated spin dynamics using deep learning corrections. (2020)

Sojeong Park Sojeong Park Wooseop Kwak Hwee Kuan Lee

spin time delay and integration statistical physics lattice ferromagnetism +6 more

Scientific Reports 1 citations Published 2020-08-13
Self healable neuromorphic memtransistor elements for decentralized sensory signal processing in robotics (2020)

Rohit Abraham John Naveen Tiwari Muhammad Iszaki Bin Patdillah Mohit Rameshchandra Kulkarni Nidhi Tiwari Joydeep Basu Sumon Kumar Bose Ankit Chan Jun Yu Amoolya Nirmal Sujaya Kumar Vishwanath Chiara Bartolozzi Arindam Basu Nripan Mathews

neuromorphic engineering associative learning robotic arm fault tolerance edge computing +6 more

Nature Communications Published 2020-08-12
RGBD Salient Object Detection via Disentangled Cross-Modal Fusion (2020)

Hao Chen Yongjian Deng Youfu Li Tzu-Yi Hung Guosheng Lin

object detection salience feature extraction machine learning computer science +6 more

IEEE Transactions on Image Processing 3 citations Published 2020-08-12
Prevalence, Contents and Automatic Detection of KL-SATD. (2020)

Leevi Rantala Mika Mäntylä David Lo

learning classifier system source code technical debt software machine learning +4 more

arXiv preprint arXiv:2008.05159 Published 2020-08-12
Pedestrian Dead Reckoning based on Walking Pattern Recognition and Online Magnetic Fingerprint Trajectory Calibration (2020)

Qu Wang Haiyong Luo Hao Xiong Aidong Men Fang Zhao Ming Xia Changhai Ou

dead reckoning step detection trajectory convolutional neural network pedestrian +6 more

IEEE Internet of Things Journal Published 2020-08-12
Facial Expression Retargeting from Human to Avatar Made Easy (2020)

Juyong Zhang Keyu Chen Jianmin Zheng

retargeting facial expression expression autoencoder computer graphics +6 more

arXiv preprint arXiv:2008.05110 Published 2020-08-12
Diagnosis of early Alzheimer's disease based on dynamic high order networks. (2020)

Baiying Lei Shuangzhi Yu Xin Zhao Alejandro F Frangi Ee-Leng Tan Ahmed Elazab Tianfu Wang Shuqiang Wang

feature selection cluster analysis support vector machine resting state fmri neuroimaging +6 more

Brain Imaging and Behavior Published 2020-08-12
Deep Learning Based Reduced Order Model for Airfoil-Gust and Aeroelastic Interaction (2020)

R. Halder M. Damodaran B. C. Khoo

computational fluid dynamics transonic airfoil aeroelasticity aerospace engineering +4 more

AIAA Journal 3 citations Published 2020-08-12
Data-driven low-frequency signal recovery using deep learning predictions in full-waveform inversion (2020)

Jinwei Fang Hui Zhou Yunyue Li Qingchen Zhang Lingqian Wang Pengyuan Sun Jianlei Zhang

inversion low frequency deep learning acoustics data driven +4 more

Geophysics Published 2020-08-12

Previous Next

Hybrid MBlur: Using Ray Tracing to Solve the Partial Occlusion Artifacts in Real-Time Rendering of Motion Blur Effect. (2020)

An Intelligent Multi-View Active Learning Method Based on a Double-Branch Network. (2020)

A Convolutional Neural Network-Based Patent Image Retrieval Method for Design Ideation (2020)

Training CNN Classifiers for Semantic Segmentation using Partially Annotated Images: with Application on Human Thigh and Calf MRI. (2020)

Object Detection with a Unified Label Space from Multiple Datasets (2020)

Dual-dropout graph convolutional network for predicting synthetic lethality in human cancers. (2020)

Infinity Flow: High-Throughput Single-Cell Quantification of 100s of Proteins Using Conventional Flow Cytometry and Machine Learning (2020)

Modeling Caricature Expressions by 3D Blendshape and Dynamic Texture (2020)

Marginally-calibrated deep distributional regression (2020)

Effects of local and global spatial patterns in EEG motor-imagery classification using convolutional neural network (2020)

Can We Trust Your Explanations? Sanity Checks for Interpreters in Android Malware Analysis (2020)

Accelerated spin dynamics using deep learning corrections. (2020)

Self healable neuromorphic memtransistor elements for decentralized sensory signal processing in robotics (2020)

RGBD Salient Object Detection via Disentangled Cross-Modal Fusion (2020)

Prevalence, Contents and Automatic Detection of KL-SATD. (2020)

Pedestrian Dead Reckoning based on Walking Pattern Recognition and Online Magnetic Fingerprint Trajectory Calibration (2020)

Facial Expression Retargeting from Human to Avatar Made Easy (2020)

Diagnosis of early Alzheimer's disease based on dynamic high order networks. (2020)

Deep Learning Based Reduced Order Model for Airfoil-Gust and Aeroelastic Interaction (2020)

Data-driven low-frequency signal recovery using deep learning predictions in full-waveform inversion (2020)