Publications - Machine Learning SG

Spectrum Inference in Cognitive Radio Networks: Algorithms and Applications (2018)

Guoru Ding Yutao Jiao Jinlong Wang Yulong Zou Qihui Wu Yu-Dong Yao Lajos Hanzo

cognitive radio inference radio spectrum communications system topology control +7 more

IEEE Communications Surveys and Tutorials 81 citations Published 2018-01-01
SLAYER: Spike Layer Error Reassignment in Time (2018)

Sumit Bam Shrestha Garrick Orchard

spiking neural network convolutional neural network backpropagation mnist database software +6 more

Advances in Neural Information Processing Systems 127 citations Published 2018-01-01
SenticNet 5: Discovering Conceptual Primitives for Sentiment Analysis by Means of Context Embeddings. (2018)

Erik Cambria Soujanya Poria Devamanyu Hazarika Kenneth Kwok

sentiment analysis natural language processing computer science artificial intelligence

AAAI 220 citations Published 2018-01-01
SegBot: A Generic Neural Text Segmentation Model with Pointer Network (2018)

Jing Li Aixin Sun Shafiq Rayhan Joty

pointer text segmentation pattern recognition computer science artificial intelligence

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence 31 citations Published 2018-01-01
Sc2Net: Sparse LSTMs for sparse coding ∗ (2018)

Joey Tianyi Zhou Kai Di Jiawei Du Xi Peng Hao Yang Sinno Jialin Pan Ivor W. Tsang Yong Liu Zheng Qin Rick Siow Mong Goh

neural coding computer science pattern recognition artificial intelligence

AAAI 19 citations Published 2018-01-01
Objective Quality Assessment and Perceptual Compression of Screen Content Images (2018)

Shiqi Wang Ke Gu Kai Zeng Zhou Wang Weisi Lin

image quality visualization computer graphics coding virtual desktop +7 more

IEEE Computer Graphics and Applications 55 citations Published 2018-01-01
Object Proposal Generation With Fully Convolutional Networks (2018)

Zequn Jie Wen Feng Lu Siavash Sakhavi Yunchao Wei Eng Hock Francis Tay Shuicheng Yan

object detection minimum bounding box robustness support vector machine salience +7 more

IEEE Transactions on Circuits and Systems for Video Technology 12 citations Published 2018-01-01
NeuRec: On Nonlinear Transformation for Personalized Ranking (2018)

Shuai Zhang Lina Yao Aixin Sun Sen Wang Guodong Long Manqing Dong

ranking recommender system artificial neural network machine learning computer science +6 more

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence 18 citations Published 2018-01-01
Neural Adaptation Layers for Cross-domain Named Entity Recognition (2018)

Bill Yuchen Lin Wei Lu

named entity recognition information extraction neural adaptation machine learning computer science +3 more

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing 42 citations Published 2018-01-01
Multiple-Level Feature-Based Measure for Retargeted Image Quality (2018)

Yabin Zhang Weisi Lin Qiaohong Li Wentao Cheng Xinfeng Zhang

image quality image processing seam carving visualization computational model +6 more

IEEE Transactions on Image Processing 15 citations Published 2018-01-01
Multi-task mid-level feature alignment network for unsupervised cross-dataset person re-identification (2018)

Shan Lin Haoliang Li Chang Tsun Li Alex Chichung Kot

supervised learning scalability machine learning computer science artificial intelligence +3 more

BMVC 2018: Proceedings of the 29th British Machine Vision Conference 90 citations Published 2018-01-01
Model-Based Referenceless Quality Metric of 3D Synthesized Images Using Local Image Description (2018)

Ke Gu Vinit Jakhetiya Jun-Fei Qiao Xiaoli Li Weisi Lin Daniel Thalmann

rendering mixed reality augmented reality electronic mail visualization +6 more

IEEE Transactions on Image Processing 79 citations Published 2018-01-01
Long-term object tracking with a moving event camera. (2018)

Bharath Ramesh Shihao Zhang Zhi Wei Lee Zhi Gao Garrick Orchard Cheng Xiang

video tracking computer vision computer science artificial intelligence

BMVC 13 citations Published 2018-01-01
Light Field Compression With Disparity-Guided Sparse Coding Based on Structural Key Views (2018)

Jie Chen Junhui Hou Lap-Pui Chau

codec neural coding encoder coding bitstream +7 more

IEEE Transactions on Image Processing 51 citations Published 2018-01-01
Learning Latent Opinions for Aspect-level Sentiment Classification. (2018)

Bailin Wang Wei Lu

natural language processing computer science artificial intelligence

AAAI 34 citations Published 2018-01-01
Learning Dynamic Robot-to-Human Object Handover from Human Feedback (2018)

Andras Gabor Kupcsik David Hsu Wee Sun Lee

robot handover artificial intelligence engineering human motion +2 more

ISRR (1) 13 citations Published 2018-01-01
Kitsune: An Ensemble of Autoencoders for Online Network Intrusion Detection. (2018)

Yisroel Mirsky Tomer Doitshman Yuval Elovici Asaf Shabtai

computer science machine learning artificial intelligence network intrusion detection

Proceedings 2018 Network and Distributed System Security Symposium 127 citations Published 2018-01-01
Improving Multi-label Emotion Classification via Sentiment Classification with Dual Attention Transfer Network (2018)

Jianfei Yu Luís Marujo Jing Jiang Pradeep Karuturi William Brendel

emotion classification sentence transfer of learning natural language processing computer science +2 more

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing 22 citations Published 2018-01-01
ICON: Interactive Conversational Memory Network for Multimodal Emotion Detection. (2018)

Devamanyu Hazarika Soujanya Poria Rada Mihalcea Erik Cambria Roger Zimmermann

icon natural language processing computer science self artificial intelligence +3 more

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing 61 citations Published 2018-01-01
Hierarchical Spatial Sum–Product Networks for Action Recognition in Still Images (2018)

Jinghua Wang Gang Wang

unsupervised learning feature extraction robustness pairwise comparison pattern recognition +6 more

IEEE Transactions on Circuits and Systems for Video Technology 12 citations Published 2018-01-01

Previous Next

Spectrum Inference in Cognitive Radio Networks: Algorithms and Applications (2018)

SLAYER: Spike Layer Error Reassignment in Time (2018)

SenticNet 5: Discovering Conceptual Primitives for Sentiment Analysis by Means of Context Embeddings. (2018)

SegBot: A Generic Neural Text Segmentation Model with Pointer Network (2018)

Sc2Net: Sparse LSTMs for sparse coding ∗ (2018)

Objective Quality Assessment and Perceptual Compression of Screen Content Images (2018)

Object Proposal Generation With Fully Convolutional Networks (2018)

NeuRec: On Nonlinear Transformation for Personalized Ranking (2018)

Neural Adaptation Layers for Cross-domain Named Entity Recognition (2018)

Multiple-Level Feature-Based Measure for Retargeted Image Quality (2018)

Multi-task mid-level feature alignment network for unsupervised cross-dataset person re-identification (2018)

Model-Based Referenceless Quality Metric of 3D Synthesized Images Using Local Image Description (2018)

Long-term object tracking with a moving event camera. (2018)

Light Field Compression With Disparity-Guided Sparse Coding Based on Structural Key Views (2018)

Learning Latent Opinions for Aspect-level Sentiment Classification. (2018)

Learning Dynamic Robot-to-Human Object Handover from Human Feedback (2018)

Kitsune: An Ensemble of Autoencoders for Online Network Intrusion Detection. (2018)

Improving Multi-label Emotion Classification via Sentiment Classification with Dual Attention Transfer Network (2018)

ICON: Interactive Conversational Memory Network for Multimodal Emotion Detection. (2018)

Hierarchical Spatial Sum–Product Networks for Action Recognition in Still Images (2018)