Publications - Machine Learning SG

Online Visual Place Recognition via Saliency Re-identification (2020)

Han Wang Chen Wang Lihua Xie

simultaneous localization and mapping salience robot computer vision salient +5 more

arXiv preprint arXiv:2007.14549 Published 2020-07-29
MessyTable: Instance Association in Multiple Camera Views (2020)

Zhongang Cai Junzhe Zhang Daxuan Ren Cunjun Yu Haiyu Zhao Shuai Yi Chai Kiat Yeo Chen Change Loy

computer science computer vision artificial intelligence

ECCV (11) Published 2020-07-29
Learning Modality Interaction for Temporal Sentence Localization and Event Captioning in Videos (2020)

Shaoxiang Chen Wenhao Jiang Wei Liu Yu-Gang Jiang

closed captioning sentence pairwise comparison natural language processing modalities +5 more

arXiv preprint arXiv:2007.14164 Published 2020-07-28
KOVIS: Keypoint-based Visual Servoing with Zero-Shot Sim-to-Real Transfer for Robotics Manipulation (2020)

En Yen Puang Keng Peng Tee Wei Jing

visual servoing stereo camera autoencoder robotics artificial neural network +5 more

arXiv preprint arXiv:2007.13960 Published 2020-07-28
Special issue on extreme learning machine and deep learning networks (2020)

Zhihong Man Guang-Bin Huang

extreme learning machine deep learning computer science artificial intelligence computational science and engineering

Neural Computing and Applications Published 2020-07-27
Multi-Level Micro-Randomized Trial: Detecting the Proximal Effect of Messages on Physical Activity (2020)

Jing Xu Xiaoxi Yan Caroline Figueroa Joseph Jay Williams Bibhas Chakraborty

sample size determination randomized controlled trial psychological intervention generalized estimating equation statistical hypothesis testing +6 more

arXiv preprint arXiv:2007.13741 Published 2020-07-27
Decomposed Generation Networks with Structure Prediction for Recipe Generation from Food Images. (2020)

Hao Wang Guosheng Lin Steven C. H. Hoi Chunyan Miao

recipe closed captioning sentence natural language processing computer science +2 more

arXiv preprint arXiv:2007.13374 Published 2020-07-27
Don't Overlook the Support Set: Towards Improving Generalization in Meta-learning. (2020)

Huaxiu Yao Longkai Huang Ying Wei Li Tian Junzhou Huang Zhenhui Li

initialization overfitting machine learning computer science regression +1 more

arXiv preprint arXiv:2007.13040 1 citations Published 2020-07-26
Learning Generalizable and Identity-Discriminative Representations for Face Anti-Spoofing (2020)

Xiaoguang Tu Jian Zhao Mei Xie Guodong Du Hengsheng Zhang Jianshu Li Zheng Ma Jiashi Feng

authentication facial recognition system discriminative model deep learning human computer interaction +5 more

ACM Transactions on Intelligent Systems and Technology 2 citations Published 2020-07-25
Interactive Entity Linking Using Entity-Word Representations. (2020)

Pei Chi Lo Ee-Peng Lim

entity linking computer science natural language processing artificial intelligence

Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval Published 2020-07-25
How to Retrain Recommender System?: A Sequential Meta-Learning Method. (2020)

Yang Zhang Fuli Feng Chenxu Wang Xiangnan He Meng Wang Yan Li Yongdong Zhang

recommender system computer science machine learning artificial intelligence learning methods

Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval 3 citations Published 2020-07-25
Enhancing Text Classification via Discovering Additional Semantic Clues from Logograms. (2020)

Chen Qian Fuli Feng Lijie Wen Li Lin Tat-Seng Chua

computer science natural language processing artificial intelligence

Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval Published 2020-07-25
The Cross-Sectional Pricing of Corporate Bonds Using Big Data and Machine Learning (2020)

Turan G. Bali Amit Goyal Amit Goyal Dashan Huang Fuwei Jiang Quan Wen

corporate bond bond predictive power explanatory power equity +6 more

Published 2020-07-24
ID Preserving Face Super-Resolution Generative Adversarial Networks (2020)

Jinning Li Yichen Zhou Jie Ding Cen Chen Xulei Yang

facial recognition system cosine similarity robustness feature extraction pattern recognition +6 more

IEEE Access 1 citations Published 2020-07-24
Fully Automated Hybrid Approach to Predict the IDH Mutation Status of Gliomas via Deep Learning and Radiomics (2020)

Yoon Seong Choi Yoon Seong Choi Yoon Seong Choi Sohi Bae Jong Hee Chang Seok-Gu Kang Se Hoon Kim Jinna Kim Tyler Hyungtaek Rim Seung Hong Choi Rajan Jain Seung-Koo Lee

sorensen dice coefficient receiver operating characteristic deep learning convolutional neural network classifier +6 more

Neuro-oncology 1 citations Published 2020-07-24
TSIT: A Simple and Versatile Framework for Image-to-Image Translation (2020)

Liming Jiang Changxu Zhang Mingyang Huang Chunxiao Liu Jianping Shi Chen Change Loy

image translation generative model normalization pattern recognition computer science +4 more

arXiv preprint arXiv:2007.12072 1 citations Published 2020-07-23
Towards Age-Invariant Face Recognition. (2020)

Jian Zhao Shuicheng Yan Jiashi Feng

facial recognition system boosting machine learning artificial intelligence benchmarking +4 more

IEEE Transactions on Pattern Analysis and Machine Intelligence Published 2020-07-23
The Devil is in Classification: A Simple Framework for Long-tail Object Detection and Instance Segmentation (2020)

Tao Wang Yu Li Bingyi Kang Junnan Li Junhao Liew Sheng Tang Steven Hoi Jiashi Feng

object detection segmentation pattern recognition computer science artificial intelligence +1 more

arXiv: Computer Vision and Pattern Recognition 1 citations Published 2020-07-23
The Devil is in Classification: A Simple Framework for Long-tail Instance Segmentation (2020)

Tao Wang Yu Li Bingyi Kang Junnan Li Jun Hao Liew Sheng Tang Steven C. H. Hoi Jiashi Feng

segmentation computer science pattern recognition artificial intelligence

ECCV (14) 2 citations Published 2020-07-23
Semisupervised Hypergraph Discriminant Learning for Dimensionality Reduction of Hyperspectral Image (2020)

Fulin Luo Tan Guo Zhiping Lin Jinchang Ren Xiaocheng Zhou

dimensionality reduction hypergraph scatter matrix projection principal component analysis +6 more

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing Published 2020-07-23

Previous Next

Online Visual Place Recognition via Saliency Re-identification (2020)

MessyTable: Instance Association in Multiple Camera Views (2020)

Learning Modality Interaction for Temporal Sentence Localization and Event Captioning in Videos (2020)

KOVIS: Keypoint-based Visual Servoing with Zero-Shot Sim-to-Real Transfer for Robotics Manipulation (2020)

Special issue on extreme learning machine and deep learning networks (2020)

Multi-Level Micro-Randomized Trial: Detecting the Proximal Effect of Messages on Physical Activity (2020)

Decomposed Generation Networks with Structure Prediction for Recipe Generation from Food Images. (2020)

Don't Overlook the Support Set: Towards Improving Generalization in Meta-learning. (2020)

Learning Generalizable and Identity-Discriminative Representations for Face Anti-Spoofing (2020)

Interactive Entity Linking Using Entity-Word Representations. (2020)

How to Retrain Recommender System?: A Sequential Meta-Learning Method. (2020)

Enhancing Text Classification via Discovering Additional Semantic Clues from Logograms. (2020)

The Cross-Sectional Pricing of Corporate Bonds Using Big Data and Machine Learning (2020)

ID Preserving Face Super-Resolution Generative Adversarial Networks (2020)

Fully Automated Hybrid Approach to Predict the IDH Mutation Status of Gliomas via Deep Learning and Radiomics (2020)

TSIT: A Simple and Versatile Framework for Image-to-Image Translation (2020)

Towards Age-Invariant Face Recognition. (2020)

The Devil is in Classification: A Simple Framework for Long-tail Object Detection and Instance Segmentation (2020)

The Devil is in Classification: A Simple Framework for Long-tail Instance Segmentation (2020)

Semisupervised Hypergraph Discriminant Learning for Dimensionality Reduction of Hyperspectral Image (2020)