Publications - Machine Learning SG

Atrous convolutions spatial pyramid network for crowd counting and density estimation (2019)

Junjie Ma Yaping Dai Yap-Peng Tan

pyramid mean squared error density estimation convolution pooling +6 more

Neurocomputing 12 citations Published 2019-07-20
Multi-Granular Text Encoding for Self-Explaining Categorization. (2019)

Zhiguo Wang Yue Zhang Mo Yu Wei Zhang Lin Pan Linfeng Song Kun Xu Yousef El-Kurdi

categorization classifier natural language processing encoding computer science +3 more

arXiv preprint arXiv:1907.08532 Published 2019-07-19
Mental Workload Drives Different Reorganizations of Functional Cortical Connectivity Between 2D and 3D Simulated Flight Experiments (2019)

Ioannis Kakkos Georgios N. Dimitrakopoulos Lingyun Gao Yuan Zhang Peng Qi George K. Matsopoulos Nitish Thakor Anastasios Bezerianos Yu Sun

workload elementary cognitive task discriminative model electroencephalography beta rhythm +6 more

IEEE Transactions on Neural Systems and Rehabilitation Engineering 4 citations Published 2019-07-19
Supervised Hierarchical Cross-Modal Hashing (2019)

Changchang Sun Xuemeng Song Fuli Feng Wayne Xin Zhao Hao Zhang Liqiang Nie

hash function hierarchy discriminative model machine learning modal +3 more

Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval 6 citations Published 2019-07-18
Scalable Deep Multimodal Learning for Cross-Modal Retrieval (2019)

Peng Hu Liangli Zhen Dezhong Peng Pei Liu

multimodal learning feature learning subspace topology modalities machine learning +6 more

Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval 7 citations Published 2019-07-18
Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL 2019) (2019)

Muthu Kumar Chandrasekaran Philipp Mayr Michihiro Yasunaga Dayne Freitag Dragomir Radev Min-Yen Kan

bibliometrics scientometrics information extraction automatic summarization citation analysis +7 more

Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval 2 citations Published 2019-07-18
Interpretable Fashion Matching with Rich Attributes (2019)

Xun Yang Xiangnan He Xiang Wang Yunshan Ma Fuli Feng Meng Wang Tat-Seng Chua

interpretability decision rule black box semantics embedding +5 more

Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval 20 citations Published 2019-07-18
Degree and centrality-based approaches in network-based variable selection: Insights from the Singapore Longitudinal Aging Study. (2019)

Jesus Felix Bayta Valenzuela Jesus Felix Bayta Valenzuela Christopher Monterola Christopher Monterola Victor Joo Chuan Tong Victor Joo Chuan Tong Tamàs Fülöp Tze Pin Ng Anis Larbi

feature selection centrality successful aging machine learning cognition +2 more

PLOS ONE Published 2019-07-18
Adaptation to Industry 4.0 Using Machine Learning and Cloud Computing to Improve the Conventional Method of Deburring in Aerospace Manufacturing Industry (2019)

Wahyu Caesarendra Tomi Wijaya Bobby K. Pappachan Tegoeh Tjahjowidodo

industry 4 0 online machine learning cloud computing aerospace computer science +6 more

2019 12th International Conference on Information & Communication Technology and System (ICTS) 2 citations Published 2019-07-18
Transferable Interactive Memory Network for Domain Adaptation in Fine-Grained Opinion Extraction. (2019)

Wenya Wang Sinno Jialin Pan

sentiment analysis exploit natural language processing syntax computer science +4 more

Proceedings of the AAAI Conference on Artificial Intelligence 4 citations Published 2019-07-17
Supervised User Ranking in Signed Social Networks (2019)

Xiaoming Li Hui Fang Jie Zhang

ranking heuristics social network machine learning computer science +3 more

Proceedings of the AAAI Conference on Artificial Intelligence 4 citations Published 2019-07-17
Successor features based multi-agent RL for event-based decentralized MDPs (2019)

Tarun Gupta Akshat Kumar Praveen Paruchuri

reinforcement learning successor cardinal scalability computational complexity theory artificial intelligence +4 more

Proceedings of the AAAI Conference on Artificial Intelligence 1 citations Published 2019-07-17
Singe Image Rain Removal with Unpaired Information: A Differentiable Programming Perspective (2019)

Hongyuan Zhu Xi Peng Joey Tianyi Zhou Songfan Yang Vijay Chanderasekh Liyuan Li Joo-Hwee Lim

discriminator pattern recognition differentiable function prior probability computer science +5 more

Proceedings of the AAAI Conference on Artificial Intelligence 6 citations Published 2019-07-17
Look across Elapse: Disentangled Representation Learning and Photorealistic Cross-Age Face Synthesis for Age-Invariant Face Recognition. (2019)

Jian Zhao Yu Cheng Yi Cheng Yang Yang Fang Zhao Jianshu Li Hengzhu Liu Shuicheng Yan Jiashi Feng

facial recognition system feature learning feature extraction boosting machine learning +6 more

Proceedings of the AAAI Conference on Artificial Intelligence 28 citations Published 2019-07-17
Localizing Natural Language in Videos. (2019)

Jingyuan Chen Lin Ma Xinpeng Chen Zequn Jie Jiebo Luo

natural language interactor sentence natural language processing computer science +4 more

Proceedings of the AAAI Conference on Artificial Intelligence 36 citations Published 2019-07-17
Lipper: Speaker Independent Speech Synthesis Using Multi-View Lipreading (2019)

Khwaja Mohd. Salik Swati Aggarwal Yaman Kumar Rajiv Ratn Shah Rohit Jain Roger Zimmermann

speech synthesis vocabulary deep learning speech recognition computer science +5 more

Proceedings of the AAAI Conference on Artificial Intelligence 3 citations Published 2019-07-17
Learning to Localize Objects with Noisy Labeled Instances (2019)

Xiaopeng Zhang Yang Yang Jiashi Feng

prior probability inference adaptive sampling pattern recognition latent variable +2 more

Proceedings of the AAAI Conference on Artificial Intelligence 2 citations Published 2019-07-17
Learning to Embed Sentences Using Attentive Recursive Trees (2019)

Jiaxin Shi Lei Hou Juanzi Li Zhiyuan Liu Hanwang Zhang

sentence recursive tree tree structure recursion deep learning +4 more

Proceedings of the AAAI Conference on Artificial Intelligence 2 citations Published 2019-07-17
Joint Dynamic Pose Image and Space Time Reversal for Human Action Recognition from Videos (2019)

Mengyuan Liu Fanyang Meng Chen Chen Songtao Wu

pose rgb color model computer vision clutter fuse +6 more

Proceedings of the AAAI Conference on Artificial Intelligence 5 citations Published 2019-07-17
Instance-Level Facial Attributes Transfer with Geometry-Aware Flow (2019)

Weidong Yin Ziwei Liu Chen Change Loy

pattern recognition residual computer science differentiable function flow +2 more

Proceedings of the AAAI Conference on Artificial Intelligence 12 citations Published 2019-07-17

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Atrous convolutions spatial pyramid network for crowd counting and density estimation (2019)

Multi-Granular Text Encoding for Self-Explaining Categorization. (2019)

Mental Workload Drives Different Reorganizations of Functional Cortical Connectivity Between 2D and 3D Simulated Flight Experiments (2019)

Supervised Hierarchical Cross-Modal Hashing (2019)

Scalable Deep Multimodal Learning for Cross-Modal Retrieval (2019)

Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL 2019) (2019)

Interpretable Fashion Matching with Rich Attributes (2019)

Degree and centrality-based approaches in network-based variable selection: Insights from the Singapore Longitudinal Aging Study. (2019)

Adaptation to Industry 4.0 Using Machine Learning and Cloud Computing to Improve the Conventional Method of Deburring in Aerospace Manufacturing Industry (2019)

Transferable Interactive Memory Network for Domain Adaptation in Fine-Grained Opinion Extraction. (2019)

Supervised User Ranking in Signed Social Networks (2019)

Successor features based multi-agent RL for event-based decentralized MDPs (2019)

Singe Image Rain Removal with Unpaired Information: A Differentiable Programming Perspective (2019)

Look across Elapse: Disentangled Representation Learning and Photorealistic Cross-Age Face Synthesis for Age-Invariant Face Recognition. (2019)

Localizing Natural Language in Videos. (2019)

Lipper: Speaker Independent Speech Synthesis Using Multi-View Lipreading (2019)

Learning to Localize Objects with Noisy Labeled Instances (2019)

Learning to Embed Sentences Using Attentive Recursive Trees (2019)

Joint Dynamic Pose Image and Space Time Reversal for Human Action Recognition from Videos (2019)

Instance-Level Facial Attributes Transfer with Geometry-Aware Flow (2019)