Publications - Machine Learning SG

Iterative consensus spectral clustering improves detection of subject and group level brain functional modules. (2020)

Sukrit Gupta Jagath C. Rajapakse

population human connectome project functional magnetic resonance imaging spectral clustering pattern recognition +6 more

Scientific Reports 2 citations Published 2020-05-05
Fatigue Life Prediction of GLARE Composites Using Regression Tree Ensemble‐Based Machine Learning Model (2020)

Wei Sai Gin Boay Chai Narasimalu Srikanth

decision tree machine learning computer science artificial intelligence

Advanced Theory and Simulations 1 citations Published 2020-05-05
Unseen Face Presentation Attack Detection with Hypersphere Loss (2020)

Zhi Li Haoliang Li Kwok-Yan Lam Alex Chichung Kot

hypersphere anomaly detection face presentation machine learning computer science +3 more

ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2 citations Published 2020-05-04
Time-Domain Neural Network Approach for Speech Bandwidth Extension (2020)

Xiang Hao Chenglin Xu Nana Hou Lei Xie Eng Siong Chng Haizhou Li

pesq network architecture word error rate bandwidth extension signal to noise ratio +6 more

ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) Published 2020-05-04
One-Shot Image Classification by Learning to Restore Prototypes (2020)

Wanqi Xue Wei Wang

standard test image feature vector contextual image classification decision boundary pattern recognition +5 more

arXiv preprint arXiv:2005.01234 Published 2020-05-04
Mt-Gcn For Multi-Label Audio Tagging With Noisy Labels (2020)

Harsh Shrivaslava Yfang Yin Rajiv Ratn Shah Roger Zimmermann

domain knowledge multi task learning deep learning ontology natural language processing +4 more

ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2 citations Published 2020-05-04
Heterogeneous Domain Generalization Via Domain Mixup (2020)

Yufei Wang Haoliang Li Alex C. Kot

convolutional neural network pattern recognition computer science sampling artificial intelligence +3 more

ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 4 citations Published 2020-05-04
End-to-End Code-Switching TTS with Cross-Lingual Language Model (2020)

Xuehao Zhou Xiaohai Tian Grandee Lee Rohan Kumar Das Haizhou Li

word embedding language model speech synthesis utterance rendering +6 more

ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 1 citations Published 2020-05-04
A-CRNN: A Domain Adaptation Model for Sound Event Detection (2020)

Wei Wei Hongning Zhu Emmanouil Benetos Ye Wang

recurrent neural network machine learning computer science a domain artificial intelligence +3 more

ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 4 citations Published 2020-05-04
A Hybrid Structural Sparse Error Model for Image Deblocking (2020)

Zhiyuan Zha Xin Yuan Jiantao Zhou Ce Zhu Bihan Wen

image restoration sparse approximation deblocking filter image plane external image +6 more

ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2 citations Published 2020-05-04
Improving Aspect-Level Sentiment Analysis with Aspect Extraction (2020)

Navonil Majumder Rishabh Bhardwaj Soujanya Poria Amir Zadeh Alexander Gelbukh Amir Hussain Louis-Philippe Morency

sentiment analysis natural language processing computer science artificial intelligence

arXiv preprint arXiv:2005.06607 Published 2020-05-03
Semi-supervised deep learning based framework for assessing manufacturability of cellular structures in direct metal laser sintering process (2020)

Yilin Guo Wen Feng Lu Jerry Ying Hsi Fuh

design for manufacturability direct metal laser sintering deep learning process engineering computer science +6 more

Journal of Intelligent Manufacturing 1 citations Published 2020-05-02
KinGDOM: Knowledge-Guided DOMain adaptation for sentiment analysis (2020)

Deepanway Ghosal Devamanyu Hazarika Abhinaba Roy Navonil Majumder Rada Mihalcea Soujanya Poria

commonsense knowledge sentiment analysis autoencoder semantics natural language processing +5 more

arXiv preprint arXiv:2005.00791 1 citations Published 2020-05-02
Deep ConvLSTM with self-attention for human activity decoding using wearables. (2020)

Satya Prakash Singh Aimé Lay-Ekuakille Deepak Gangwar Madan Kumar Sharma Sukrit Gupta

decoding methods context awareness wearable computer machine learning convolution +6 more

arXiv: Human-Computer Interaction Published 2020-05-02
Wrapped phase denoising using convolutional neural networks (2020)

Ketao Yan Yingjie Yu Tao Sun Anand Asundi Qian Kemao

convolutional neural network noise reduction inverse trigonometric functions pattern recognition fraction +2 more

Optics and Lasers in Engineering 5 citations Published 2020-05-01
Video Dehazing Based on Convolutional Neural Network Driven Using Our Collected Dataset (2020)

Ziyan Wang

convolutional neural network deep learning computer vision computer science artificial intelligence +1 more

Journal of Physics: Conference Series Published 2020-05-01
Transfer learning enhanced AR spatial registration for facility maintenance management (2020)

Keyu Chen Jianfei Yang Jack C.P. Cheng Weiwei Chen Chun Ting Li

robustness convolutional neural network augmented reality kernel transfer of learning +6 more

Automation in Construction Published 2020-05-01
Tightly-Coupled Single-Anchor Ultra-wideband-Aided Monocular Visual Odometry System (2020)

Thien Hoang Nguyen Thien-Minh Nguyen Lihua Xie

visual odometry odometry ranging scale factor robustness +6 more

2020 IEEE International Conference on Robotics and Automation (ICRA) 3 citations Published 2020-05-01
Special Issue on Generating Realistic Visual Data of Human Behavior (2020)

Xavier Alameda-Pineda Elisa Ricci Albert Ali Salah Nicu Sebe Shuicheng Yan

artificial intelligence computer science

International Journal of Computer Vision Published 2020-05-01
Some Issues with Building a Multilingual Wordnet (2020)

Francis Bond Luis Morgado da Costa Michael Wayne Goodman John Philip McCrae Ahti Lohk

wordnet part of speech natural language processing lemma computer science +2 more

Proceedings of The 12th Language Resources and Evaluation Conference Published 2020-05-01

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Iterative consensus spectral clustering improves detection of subject and group level brain functional modules. (2020)

Fatigue Life Prediction of GLARE Composites Using Regression Tree Ensemble‐Based Machine Learning Model (2020)

Unseen Face Presentation Attack Detection with Hypersphere Loss (2020)

Time-Domain Neural Network Approach for Speech Bandwidth Extension (2020)

One-Shot Image Classification by Learning to Restore Prototypes (2020)

Mt-Gcn For Multi-Label Audio Tagging With Noisy Labels (2020)

Heterogeneous Domain Generalization Via Domain Mixup (2020)

End-to-End Code-Switching TTS with Cross-Lingual Language Model (2020)

A-CRNN: A Domain Adaptation Model for Sound Event Detection (2020)

A Hybrid Structural Sparse Error Model for Image Deblocking (2020)

Improving Aspect-Level Sentiment Analysis with Aspect Extraction (2020)

Semi-supervised deep learning based framework for assessing manufacturability of cellular structures in direct metal laser sintering process (2020)

KinGDOM: Knowledge-Guided DOMain adaptation for sentiment analysis (2020)

Deep ConvLSTM with self-attention for human activity decoding using wearables. (2020)

Wrapped phase denoising using convolutional neural networks (2020)

Video Dehazing Based on Convolutional Neural Network Driven Using Our Collected Dataset (2020)

Transfer learning enhanced AR spatial registration for facility maintenance management (2020)

Tightly-Coupled Single-Anchor Ultra-wideband-Aided Monocular Visual Odometry System (2020)

Special Issue on Generating Realistic Visual Data of Human Behavior (2020)

Some Issues with Building a Multilingual Wordnet (2020)