Publications - Machine Learning SG

Multi-Domain Gated CNN for Review Helpfulness Prediction (2019)

Cen Chen Minghui Qiu Yinfei Yang Jun Zhou Jun Huang Xiaolong Li Forrest Sheng Bao

helpfulness transfer of learning knowledge transfer artificial neural network machine learning +6 more

The World Wide Web Conference on 12 citations Published 2019-05-13
Knowledge-Enhanced Ensemble Learning for Word Embeddings (2019)

Lanting Fang Yong Luo Kaiyu Feng Kaiqi Zhao Aiqun Hu

word embedding ensemble learning text corpus ensemble forecasting weighting +6 more

The World Wide Web Conference on 6 citations Published 2019-05-13
DNNs as Applied to Electromagnetics, Antennas, and Propagation—A Review (2019)

Andrea Massa Davide Marcantonio Xudong Chen Maokun Li Marco Salucci

electromagnetics deep learning artificial neural network inverse scattering problem radar +6 more

IEEE Antennas and Wireless Propagation Letters 9 citations Published 2019-05-13
Cross-domain Recommendation Without Sharing User-relevant Data (2019)

Chen Gao Xiangning Chen Fuli Feng Kai Zhao Xiangnan He Yong Li Depeng Jin

data sharing privacy policy deep learning semantics drawback +6 more

The World Wide Web Conference on 14 citations Published 2019-05-13
Context-Aware Sequential Recommendations withStacked Recurrent Neural Networks (2019)

Lakshmanan Rakkappan Vaibhav Rajan

recommender system recurrent neural network machine learning computer science artificial intelligence

The World Wide Web Conference on 4 citations Published 2019-05-13
Aspect-level Sentiment Analysis using AS-Capsules (2019)

Yequan Wang Aixin Sun Minlie Huang Xiaoyan Zhu

sentiment analysis recurrent neural network power graph analysis artificial neural network expression +6 more

The World Wide Web Conference on 21 citations Published 2019-05-13
User Constrained Thumbnail Generation Using Adaptive Convolutions (2019)

Perla Sai Raj Kishore Ayan Kumar Bhunia Shuvozit Ghose Partha Pratim Roy

thumbnail digital image convolution computer vision bounding overwatch +6 more

ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2 citations Published 2019-05-12
SubSpectralNet – Using Sub-spectrogram Based Convolutional Neural Networks for Acoustic Scene Classification (2019)

Sai Samarth R Phaye Emmanouil Benetos Ye Wang

convolutional neural network spectrogram discriminative model pattern recognition computer science +5 more

ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 14 citations Published 2019-05-12
Object Counting in Video Surveillance Using Multi-scale Density Map Regression (2019)

Yi Wang Junhui Hou Lap-Pui Chau

convolutional neural network discriminative model map regression pattern recognition computer science +1 more

ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 4 citations Published 2019-05-12
Multiclass Diagnosis of Neurodegenerative Diseases: A Neuroimaging Machine-Learning-Based Approach† (2019)

Gurpreet Singh Meet Vadera Meet Vadera Lakshminarayanan Samavedham Erle Chuen-Hian Lim

neuroimaging disease machine learning computer science analysis tools +2 more

Industrial & Engineering Chemistry Research Published 2019-05-12
Facial Micro-expression Spotting and Recognition Using Time Contrasted Feature with Visual Memory (2019)

Sauradip Nag Ayan Kumar Bhunia Aishik Konwer Partha Pratim Roy

spotting visual memory deep learning memory module unavailability +6 more

ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 3 citations Published 2019-05-12
Adaptive Composition GAN towards Realistic Image Synthesis (2019)

Fangneng Zhan Jiaxing Huang Shijian Lu

rendering computer vision computer science generative grammar artificial intelligence +1 more

arXiv preprint arXiv:1905.04693 7 citations Published 2019-05-12
Moving Target Defense for Deep Visual Sensing against Adversarial Examples. (2019)

Qun Song Zhenyu Yan Rui Tan

adversarial system system deployment deep learning early stopping computer security +6 more

arXiv: Computer Vision and Pattern Recognition 2 citations Published 2019-05-11
Blind Quality Evaluator for Screen Content Images via Analysis of Structure (2019)

Guanghui Yue Chunping Hou Weisi Lin

weighting distortion transform coding pattern recognition computer science +4 more

ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) Published 2019-05-11
SPLINE-Net: Sparse Photometric Stereo through Lighting Interpolation and Normal Estimation Networks (2019)

Qian Zheng Yiming Jia Boxin Shi Xudong Jiang Ling-Yu Duan Alex C. Kot

photometric stereo interpolation global illumination spline outlier +5 more

arXiv preprint arXiv:1905.04088 Published 2019-05-10
Region Attention Networks for Pose and Occlusion Robust Facial Expression Recognition (2019)

Kai Wang Xiaojiang Peng Jianfei Yang Debin Meng Yu Qiao

facial expression convolutional neural network pattern recognition occlusion test data +6 more

arXiv preprint arXiv:1905.04075 4 citations Published 2019-05-10
Dependable machine intelligence at the tactical edge (2019)

Archan Misra Kasthuri Jayarajah Dulanga Weerakoon Randy Tandriansyah Shuochao Yao Tarek Abdelzaher

edge device edge computing overhead throughput deep learning +5 more

Artificial Intelligence and Machine Learning for Multi-Domain Operations Applications 2 citations Published 2019-05-10
Targeted Sentiment Analysis: A Data-Driven Categorization. (2019)

Jiaxin Pei Aixin Sun Chenliang Li

sentiment analysis categorization deep learning data collection natural language processing +4 more

arXiv preprint arXiv:1905.03423 2 citations Published 2019-05-09
Make Some Noise. Unleashing the Power of Convolutional Neural Networks for Profiled Side-channel Analysis (2019)

Jaehun Kim Stjepan Picek Annelie Heuser Shivam Bhasin Alan Hanjalic

deep learning convolutional neural network artificial noise artificial neural network gaussian noise +6 more

IACR Transactions on Cryptographic Hardware and Embedded Systems 72 citations Published 2019-05-09
Exposure Interpolation Via Fusing Conventional and Deep Learning Methods (2019)

Chaobing Zheng Zhengguo Li Yi Yang Shiqian Wu

image processing deep learning interpolation convergence computer vision +3 more

arXiv preprint arXiv:1905.03890 Published 2019-05-09

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Multi-Domain Gated CNN for Review Helpfulness Prediction (2019)

Knowledge-Enhanced Ensemble Learning for Word Embeddings (2019)

DNNs as Applied to Electromagnetics, Antennas, and Propagation—A Review (2019)

Cross-domain Recommendation Without Sharing User-relevant Data (2019)

Context-Aware Sequential Recommendations withStacked Recurrent Neural Networks (2019)

Aspect-level Sentiment Analysis using AS-Capsules (2019)

User Constrained Thumbnail Generation Using Adaptive Convolutions (2019)

SubSpectralNet – Using Sub-spectrogram Based Convolutional Neural Networks for Acoustic Scene Classification (2019)

Object Counting in Video Surveillance Using Multi-scale Density Map Regression (2019)

Multiclass Diagnosis of Neurodegenerative Diseases: A Neuroimaging Machine-Learning-Based Approach† (2019)

Facial Micro-expression Spotting and Recognition Using Time Contrasted Feature with Visual Memory (2019)

Adaptive Composition GAN towards Realistic Image Synthesis (2019)

Moving Target Defense for Deep Visual Sensing against Adversarial Examples. (2019)

Blind Quality Evaluator for Screen Content Images via Analysis of Structure (2019)

SPLINE-Net: Sparse Photometric Stereo through Lighting Interpolation and Normal Estimation Networks (2019)

Region Attention Networks for Pose and Occlusion Robust Facial Expression Recognition (2019)

Dependable machine intelligence at the tactical edge (2019)

Targeted Sentiment Analysis: A Data-Driven Categorization. (2019)

Make Some Noise. Unleashing the Power of Convolutional Neural Networks for Profiled Side-channel Analysis (2019)

Exposure Interpolation Via Fusing Conventional and Deep Learning Methods (2019)