Publications - Machine Learning SG

Left-Right Comparative Recurrent Model for Stereo Matching (2018)

Zequn Jie Pengfei Wang Yonggen Ling Bo Zhao Yunchao Wei Jiashi Feng Wei Liu

feature extraction pixel computer vision solid modeling artificial intelligence +2 more

2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition 25 citations Published 2018-06-01
Learning Domain Representation for Multi-Domain Sentiment Classification (2018)

Qi Liu Yue Zhang Jiangming Liu

sentiment analysis domain knowledge artificial neural network machine learning computer science +3 more

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long Papers) 23 citations Published 2018-06-01
Language Model Based Grammatical Error Correction without Annotated Training Data. (2018)

Christopher Bryant Ted Briscoe

language model natural language processing computer science artificial intelligence grammatical error +1 more

Proceedings of the Thirteenth Workshop on Innovative Use of NLP for Building Educational Applications 31 citations Published 2018-06-01
Key2Vec: Automatic Ranked Keyphrase Extraction from Scientific Articles using Phrase Embeddings (2018)

Debanjan Mahata John Kuriakose Rajiv Ratn Shah Roger Zimmermann

phrase ranking pagerank natural language processing computer science +1 more

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 2 (Short Papers) 30 citations Published 2018-06-01
Human Pose Estimation with Parsing Induced Learner (2018)

Xuecheng Nie Jiashi Feng Yiming Zuo Shuicheng Yan

pose parsing feature extraction benchmark machine learning +6 more

2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition 40 citations Published 2018-06-01
Hand PointNet: 3D Hand Pose Estimation Using Point Sets (2018)

Liuhao Ge Yujun Cai Junwu Weng Junsong Yuan

pose convolutional neural network point cloud artificial neural network feature extraction +6 more

2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition 113 citations Published 2018-06-01
Evolutionary Multi-task Learning for Modular Knowledge Representation in Neural Networks (2018)

Rohitash Chandra Abhishek Gupta Yew-Soon Ong Chi-Keong Goh

multi task learning knowledge representation and reasoning modular design artificial neural network modularity +6 more

Neural Processing Letters 17 citations Published 2018-06-01
Efficient Dense Labelling of Human Activity Sequences from Wearables using Fully Convolutional Networks (2018)

Rui Yao Rui Yao Guosheng Lin Qinfeng Shi Damith Chinthana Ranasinghe

sliding window protocol activity recognition classifier pattern recognition theoretical computer science +7 more

Pattern Recognition 31 citations Published 2018-06-01
Dual-Mode Vehicle Motion Pattern Learning for High Performance Road Traffic Anomaly Detection (2018)

Yan Xu Xi Ouyang Yu Cheng Shining Yu Lin Xiong Choon-Ching Ng Sugiri Pranata Shengmei Shen Junliang Xing

anomaly detection vehicle dynamics dual mode vehicle robustness trajectory +6 more

2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) 11 citations Published 2018-06-01
Domain Generalization with Adversarial Feature Learning (2018)

Haoliang Li Sinno Jialin Pan Shiqi Wang Alex C. Kot

feature learning prior probability data modeling regularization artificial intelligence +5 more

2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition 156 citations Published 2018-06-01
Design Challenges and Misconceptions in Neural Sequence Labeling (2018)

Jie Yang Shuailong Liang Yue Zhang

sequence labeling chunking natural language processing computer science artificial intelligence

Proceedings of the 27th International Conference on Computational Linguistics 95 citations Published 2018-06-01
Dense 3D Regression for Hand Pose Estimation (2018)

Chengde Wan Thomas Probst Luc Van Gool Angela Yao

pose depth map direction vector mean shift algorithm +6 more

2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition 83 citations Published 2018-06-01
Deeply Learned Filter Response Functions for Hyperspectral Reconstruction (2018)

Shijie Nie Lin Gu Yinqiang Zheng Antony Lam Nobutaka Ono Imari Sato

hyperspectral imaging multispectral image rgb color model iterative reconstruction convolution +6 more

2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition 13 citations Published 2018-06-01
Deep Adversarial Subspace Clustering (2018)

Pan Zhou Yunqing Hou Jiashi Feng

cluster analysis feature learning subspace topology unsupervised learning deep learning +6 more

2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition 58 citations Published 2018-06-01
CVM-Net: Cross-View Matching Network for Image-Based Ground-to-Aerial Geo-Localization (2018)

Sixing Hu Mengdan Feng Rang M. H. Nguyen Gim Hee Lee

image retrieval feature extraction feature deep learning ranking +6 more

2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition 54 citations Published 2018-06-01
Cross-Domain Review Helpfulness Prediction Based on Convolutional Neural Networks with Auxiliary Domain Discriminators (2018)

Cen Chen Yinfei Yang Jun Zhou Xiaolong Li Forrest Sheng Bao

convolutional neural network helpfulness robustness machine learning computer science +2 more

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 2 (Short Papers) 27 citations Published 2018-06-01
Convolutional Sequence to Sequence Model for Human Dynamics (2018)

Chen Li Zhen Zhang Wee Sun Lee Gim Hee Lee

convolutional code convolutional neural network encoder motion capture hidden markov model +6 more

2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition 73 citations Published 2018-06-01
Conversational Memory Network for Emotion Recognition in Dyadic Dialogue Videos. (2018)

Devamanyu Hazarika Soujanya Poria Amir Zadeh Erik Cambria Louis-Philippe Morency Roger Zimmermann

conversation natural language processing computer science artificial intelligence contextual information +1 more

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long Papers) 108 citations Published 2018-06-01
Context Contrasted Feature and Gated Multi-scale Aggregation for Scene Segmentation (2018)

Henghui Ding Xudong Jiang Bing Shuai Ai Qun Liu Gang Wang

context model image segmentation segmentation discriminative model pixel +6 more

2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition 159 citations Published 2018-06-01
Conditional Generative Adversarial Network for Structured Domain Adaptation (2018)

Weixiang Hong Zhenzhen Wang Ming Yang Junsong Yuan

image segmentation computer graphics synthetic data real image artificial neural network +6 more

2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition 147 citations Published 2018-06-01

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Left-Right Comparative Recurrent Model for Stereo Matching (2018)

Learning Domain Representation for Multi-Domain Sentiment Classification (2018)

Language Model Based Grammatical Error Correction without Annotated Training Data. (2018)

Key2Vec: Automatic Ranked Keyphrase Extraction from Scientific Articles using Phrase Embeddings (2018)

Human Pose Estimation with Parsing Induced Learner (2018)

Hand PointNet: 3D Hand Pose Estimation Using Point Sets (2018)

Evolutionary Multi-task Learning for Modular Knowledge Representation in Neural Networks (2018)

Efficient Dense Labelling of Human Activity Sequences from Wearables using Fully Convolutional Networks (2018)

Dual-Mode Vehicle Motion Pattern Learning for High Performance Road Traffic Anomaly Detection (2018)

Domain Generalization with Adversarial Feature Learning (2018)

Design Challenges and Misconceptions in Neural Sequence Labeling (2018)

Dense 3D Regression for Hand Pose Estimation (2018)

Deeply Learned Filter Response Functions for Hyperspectral Reconstruction (2018)

Deep Adversarial Subspace Clustering (2018)

CVM-Net: Cross-View Matching Network for Image-Based Ground-to-Aerial Geo-Localization (2018)

Cross-Domain Review Helpfulness Prediction Based on Convolutional Neural Networks with Auxiliary Domain Discriminators (2018)

Convolutional Sequence to Sequence Model for Human Dynamics (2018)

Conversational Memory Network for Emotion Recognition in Dyadic Dialogue Videos. (2018)

Context Contrasted Feature and Gated Multi-scale Aggregation for Scene Segmentation (2018)

Conditional Generative Adversarial Network for Structured Domain Adaptation (2018)