Publications - Machine Learning SG

Learning to Segment Human by Watching YouTube (2017)

Xiaodan Liang Yunchao Wei Liang Lin Yunpeng Chen Xiaohui Shen Jianchao Yang Shuicheng Yan

scale space segmentation image segmentation segmentation convolutional neural network supervised learning +7 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 16 citations Published 2017-07-01
Learning Detection with Diverse Proposals (2017)

Samaneh Azadi Jiashi Feng Trevor Darrell

object detection inference bounding overwatch machine learning data mining +7 more

2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 12 citations Published 2017-07-01
k-Shape clustering algorithm for building energy usage patterns analysis and forecasting model accuracy improvement (2017)

Junjing Yang Chao Ning Chirag Deb Fan Zhang David Cheong Siew Eang Lee Chandra Sekhar Kwok Wai Tham

cluster analysis cure data clustering algorithm correlation clustering energy consumption data mining +6 more

Energy and Buildings 57 citations Published 2017-07-01
Interpretable Structure-Evolving LSTM (2017)

Xiaodan Liang Liang Lin Xiaohui Shen Jiashi Feng Shuicheng Yan Eric P. Xing

graph recurrent neural network external data representation data modeling theoretical computer science +6 more

2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 43 citations Published 2017-07-01
Interactive High-Relief Reconstruction for Organic and Double-Sided Objects from a Photo (2017)

Chih-Kuo Yeh Shi-Yang Huang Pradeep Kumar Jayaraman Chi-Wing Fu Tong-Yee Lee

image segmentation iterative reconstruction object model solid modeling segmentation +7 more

IEEE Transactions on Visualization and Computer Graphics 16 citations Published 2017-07-01
HOTS: A Hierarchy of Event-Based Time-Surfaces for Pattern Recognition (2017)

Xavier Lagorce Garrick Orchard Francesco Galluppi Bertram E. Shi Ryad B. Benosman

feature feature 3d single object recognition feature extraction facial recognition system +7 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 167 citations Published 2017-07-01
Fusing Similarity-Based Sequence and Dead Reckoning for Indoor Positioning Without Training (2017)

Ran Liu Chau Yuen Tri-Nhut Do U-Xuan Tan

inertial measurement unit dead reckoning particle filter rss transmitter +7 more

IEEE Sensors Journal 33 citations Published 2017-07-01
Facial Age Estimation With Age Difference (2017)

Zhenzhen Hu Yonggang Wen Jianfeng Wang Meng Wang Richang Hong Shuicheng Yan

image processing feature extraction convolutional neural network cross entropy artificial neural network +7 more

IEEE Transactions on Image Processing 63 citations Published 2017-07-01
Episodic CAMN: Contextual Attention-Based Memory Networks with Iterative Feedback for Scene Labeling (2017)

Abrar H. Abdulnabi Bing Shuai Stefan Winkler Gang Wang

context model convolutional neural network memory module semantics feature extraction +6 more

2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 16 citations Published 2017-07-01
Deep Level Sets for Salient Object Detection (2017)

Ping Hu Bing Shuai Jun Liu Gang Wang

kadir brady saliency detector salience object detection deep learning image segmentation +7 more

2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 135 citations Published 2017-07-01
Deep Joint Rain Detection and Removal from a Single Image (2017)

Wenhan Yang Robby T. Tan Jiashi Feng Jiaying Liu Zongming Guo Shuicheng Yan

streak real image image restoration feature extraction atmospheric model +7 more

2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 331 citations Published 2017-07-01
Deep Future Gaze: Gaze Anticipation on Egocentric Videos Using Adversarial Networks (2017)

Mengmi Zhang Keng Teck Ma Joo Hwee Lim Qi Zhao Jiashi Feng

gaze discriminator artificial neural network computer vision discriminative model +6 more

2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 57 citations Published 2017-07-01
Cyberbullying Detection Based on Semantic-Enhanced Marginalized Denoising Auto-Encoder (2017)

Rui Zhao Kezhi Mao

feature learning word embedding deep learning discriminative model semantics +6 more

IEEE Transactions on Affective Computing 57 citations Published 2017-07-01
Context-Dependent Sentiment Analysis in User-Generated Videos. (2017)

Soujanya Poria Erik Cambria Devamanyu Hazarika Navonil Majumder Amir Zadeh Louis-Philippe Morency

sentiment analysis generalizability theory robustness natural language processing performance improvement +4 more

Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) 268 citations Published 2017-07-01
Can syntax help? Improving an LSTM-based Sentence Compression Model for New Domains (2017)

Liangguo Wang Jing Jiang Hai Leong Chieu Chen Hui Ong Dandan Song Lejian Liao

syntax integer programming artificial neural network natural language processing speech recognition +5 more

Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) 25 citations Published 2017-07-01
Benchmarking a Multimodal and Multiview and Interactive Dataset for Human Action Recognition (2017)

An-An Liu Ning Xu Wei-Zhi Nie Yu-Ting Su Yongkang Wong Mohan Kankanhalli

multi task learning machine learning benchmark visualization algorithm design +6 more

IEEE Transactions on Systems, Man, and Cybernetics 81 citations Published 2017-07-01
Automatic model construction for the behavior of human crowds (2017)

Jinghui Zhong Wentong Cai Michael Lees Linbo Luo

crowd psychology symbolic regression genetic programming crowds generality +6 more

Applied Soft Computing 19 citations Published 2017-07-01
Automatic Annotation and Evaluation of Error Types for Grammatical Error Correction (2017)

Christopher Bryant Mariano Felice Ted Briscoe

natural language processing workload annotation speech recognition computer science +4 more

Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) 147 citations Published 2017-07-01
BlindType: Eyes-Free Text Entry on Handheld Touchpad by Leveraging Thumb's Muscle Memory (2017)

Yiqin Lu Chun Yu Xin Yi Yuanchun Shi Shengdong Zhao

words per minute touchpad mobile device ubiquitous computing wearable technology +7 more

Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies 25 citations Published 2017-06-30
QoE-Guided Warping for Stereoscopic Image Retargeting (2017)

Feng Shao Wenchong Lin Weisi Lin Qiuping Jiang Gangyi Jiang

stereoscopy image warping image quality depth perception seam carving +7 more

IEEE Transactions on Image Processing 16 citations Published 2017-06-29

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Learning to Segment Human by Watching YouTube (2017)

Learning Detection with Diverse Proposals (2017)

k-Shape clustering algorithm for building energy usage patterns analysis and forecasting model accuracy improvement (2017)

Interpretable Structure-Evolving LSTM (2017)

Interactive High-Relief Reconstruction for Organic and Double-Sided Objects from a Photo (2017)

HOTS: A Hierarchy of Event-Based Time-Surfaces for Pattern Recognition (2017)

Fusing Similarity-Based Sequence and Dead Reckoning for Indoor Positioning Without Training (2017)

Facial Age Estimation With Age Difference (2017)

Episodic CAMN: Contextual Attention-Based Memory Networks with Iterative Feedback for Scene Labeling (2017)

Deep Level Sets for Salient Object Detection (2017)

Deep Joint Rain Detection and Removal from a Single Image (2017)

Deep Future Gaze: Gaze Anticipation on Egocentric Videos Using Adversarial Networks (2017)

Cyberbullying Detection Based on Semantic-Enhanced Marginalized Denoising Auto-Encoder (2017)

Context-Dependent Sentiment Analysis in User-Generated Videos. (2017)

Can syntax help? Improving an LSTM-based Sentence Compression Model for New Domains (2017)

Benchmarking a Multimodal and Multiview and Interactive Dataset for Human Action Recognition (2017)

Automatic model construction for the behavior of human crowds (2017)

Automatic Annotation and Evaluation of Error Types for Grammatical Error Correction (2017)

BlindType: Eyes-Free Text Entry on Handheld Touchpad by Leveraging Thumb's Muscle Memory (2017)

QoE-Guided Warping for Stereoscopic Image Retargeting (2017)