Publications - Machine Learning SG

Learning to Generate Maps from Trajectories (2020)

Sijie Ruan Cheng Long Jie Bao Chunyang Li Zisheng Yu Ruiyuan Li Yuxuan Liang Tianfu He Yu Zheng

deep learning artificial neural network trajectory global positioning system data mining +4 more

Proceedings of the AAAI Conference on Artificial Intelligence 4 citations Published 2020-04-03
Is BERT Really Robust? A Strong Baseline for Natural Language Attack on Text Classification and Entailment (2020)

Di Jin Zhijing Jin Joey Tianyi Zhou Peter Szolovits

textual entailment grammaticality natural language recurrent neural network robustness +6 more

Proceedings of the AAAI Conference on Artificial Intelligence 21 citations Published 2020-04-03
Interactive Rare-Category-of-Interest Mining from Large Datasets (2020)

Zhenguang Liu Sihao Hu Yifang Yin Jianhai Chen Kevin Chiew Luming Zhang Zetian Wu

big data time complexity machine learning computer science encode +6 more

Proceedings of the AAAI Conference on Artificial Intelligence 1 citations Published 2020-04-03
Image Enhanced Event Detection in News Articles (2020)

Meihan Tong Shuai Wang Yixin Cao Bin Xu Juanzi Li Lei Hou Tat-Seng Chua

ambiguity natural language processing encode computer science architecture +2 more

Proceedings of the AAAI Conference on Artificial Intelligence 1 citations Published 2020-04-03
Generating Adversarial Examples for Holding Robustness of Source Code Processing Models (2020)

Huangzhao Zhang Zhuo Li Ge Li Lei Ma Yang Liu Zhi Jin

source code identifier robustness natural language system lifecycle +6 more

Proceedings of the AAAI Conference on Artificial Intelligence 4 citations Published 2020-04-03
Fine-Grained Recognition: Accounting for Subtle Differences between Similar Classes. (2020)

Guolei Sun Hisham Cholakkal Salman H. Khan Fahad Shahbaz Khan Ling Shao

natural language processing computer science artificial intelligence

Proceedings of the AAAI Conference on Artificial Intelligence 1 citations Published 2020-04-03
Face Spoofing Detection Based on Local Ternary Label Supervision in Fully Convolutional Networks (2020)

Wenyun Sun Yu Song Changsheng Chen Jiwu Huang Alex C. Kot

spoofing attack liveness feature extraction pattern recognition task analysis +6 more

IEEE Transactions on Information Forensics and Security 9 citations Published 2020-04-03
Diversified Interactive Recommendation with Implicit Feedback (2020)

Yong Liu Yingtai Xiao Qiong Wu Chunyan Miao Juyong Zhang Binqiang Zhao Haihong Tang

recommender system bayesian inference regret machine learning determinantal point process +4 more

Proceedings of the AAAI Conference on Artificial Intelligence 1 citations Published 2020-04-03
Communication Learning via Backpropagation in Discrete Channels with Unknown Noise. (2020)

Benjamin Freed Guillaume Sartoretti Jiaheng Hu Howie Choset

backpropagation artificial intelligence channel computer science

Proceedings of the AAAI Conference on Artificial Intelligence 1 citations Published 2020-04-03
CASE: Context-Aware Semantic Expansion (2020)

Jialong Han Aixin Sun Haisong Zhang Chenliang Li Shuming Shi

encoder network architecture natural language processing computer science architecture +4 more

Proceedings of the AAAI Conference on Artificial Intelligence Published 2020-04-03
Body Wave Generation for Anguilliform Locomotion Using a Fiber-Reinforced Soft Fluidic Elastomer Actuator Array Toward the Development of the Eel-Inspired Underwater Soft Robot (2020)

Hui Feng Yi Sun Peter A. Todd Heow Pueh Lee

robot robotics underwater actuator propulsion +6 more

Soft robotics 5 citations Published 2020-04-03
An attentional recurrent neural network for personalized next location recommendation (2020)

Qing Guo Zhu Sun Jie Zhang Yin Leng Theng

recurrent neural network artificial intelligence random walk computer science knowledge graph

Proceedings of the AAAI Conference on Artificial Intelligence 1 citations Published 2020-04-03
Accelerating Ranking in E-Commerce Search Engines through Contextual Factor Selection (2020)

Anxiang Zeng Han Yu Qing Da Yusen Zhan Chunyan Miao

web search query search engine ranking reinforcement learning typographical error +6 more

Proceedings of the AAAI Conference on Artificial Intelligence Published 2020-04-03
3D Human Pose Estimation using Spatio-Temporal Networks with Explicit Occlusion Training (2020)

Yu Cheng Bo Yang Bo Wang Robby T. Tan

pose ground truth data set computer vision occlusion +5 more

Proceedings of the AAAI Conference on Artificial Intelligence 2 citations Published 2020-04-03
Using multi-scale and hierarchical deep convolutional features for 3D semantic classification of TLS point clouds (2020)

Zhou Guo Chen-Chieh Feng

point cloud deep learning automation data mining computer science +1 more

International Journal of Geographical Information Science 3 citations Published 2020-04-02
TSception: A Deep Learning Framework for Emotion Detection Using EEG (2020)

Yi Ding Neethu Robinson Qiuhao Zeng Duo Chen Aung Aung Phyo Wai Tih-Shih Lee Cuntai Guan

deep learning discriminative model electroencephalography support vector machine speech recognition +6 more

arXiv preprint arXiv:2004.02965 Published 2020-04-02
Modeling and Change Detection for Count-Weighted Multilayer Networks (2020)

Hang Dong Nan Chen Kaibo Wang

change detection network monitoring score test pattern recognition computer science +2 more

Technometrics 5 citations Published 2020-04-02
MCEN: Bridging Cross-Modal Gap between Cooking Recipes and Dish Images with Latent Variable Model. (2020)

Han Fu Rui Wu Chenghao Liu Jianling Sun

latent variable model latent variable inference embedding machine learning +6 more

arXiv preprint arXiv:2004.01095 Published 2020-04-02
Learning to Segment the Tail (2020)

Xinting Hu Yi Jiang Kaihua Tang Jingyuan Chen Chunyan Miao Hanwang Zhang

forgetting machine learning computer science artificial intelligence class imbalance +2 more

arXiv preprint arXiv:2004.00900 1 citations Published 2020-04-02
When Wireless Video Streaming Meets AI: A Deep Learning Approach (2020)

Lu Liu Han Hu Yong Luo Yonggang Wen

average bitrate reinforcement learning feature learning artificial neural network deep learning +6 more

IEEE Wireless Communications 3 citations Published 2020-04-01

Previous Next

Learning to Generate Maps from Trajectories (2020)

Is BERT Really Robust? A Strong Baseline for Natural Language Attack on Text Classification and Entailment (2020)

Interactive Rare-Category-of-Interest Mining from Large Datasets (2020)

Image Enhanced Event Detection in News Articles (2020)

Generating Adversarial Examples for Holding Robustness of Source Code Processing Models (2020)

Fine-Grained Recognition: Accounting for Subtle Differences between Similar Classes. (2020)

Face Spoofing Detection Based on Local Ternary Label Supervision in Fully Convolutional Networks (2020)

Diversified Interactive Recommendation with Implicit Feedback (2020)

Communication Learning via Backpropagation in Discrete Channels with Unknown Noise. (2020)

CASE: Context-Aware Semantic Expansion (2020)

Body Wave Generation for Anguilliform Locomotion Using a Fiber-Reinforced Soft Fluidic Elastomer Actuator Array Toward the Development of the Eel-Inspired Underwater Soft Robot (2020)

An attentional recurrent neural network for personalized next location recommendation (2020)

Accelerating Ranking in E-Commerce Search Engines through Contextual Factor Selection (2020)

3D Human Pose Estimation using Spatio-Temporal Networks with Explicit Occlusion Training (2020)

Using multi-scale and hierarchical deep convolutional features for 3D semantic classification of TLS point clouds (2020)

TSception: A Deep Learning Framework for Emotion Detection Using EEG (2020)

Modeling and Change Detection for Count-Weighted Multilayer Networks (2020)

MCEN: Bridging Cross-Modal Gap between Cooking Recipes and Dish Images with Latent Variable Model. (2020)

Learning to Segment the Tail (2020)

When Wireless Video Streaming Meets AI: A Deep Learning Approach (2020)