Publications - Machine Learning SG

Single-shot Semantic Image Inpainting with Densely Connected Generative Networks (2019)

Ling Shen Richang Hong Haoran Zhang Hanwang Zhang Meng Wang

inpainting spatial contextual awareness pixel computer vision generative grammar +4 more

Proceedings of the 27th ACM International Conference on Multimedia 1 citations Published 2019-10-15
SGDNet: An End-to-End Saliency-Guided Deep Neural Network for No-Reference Image Quality Assessment (2019)

Sheng Yang Qiuping Jiang Weisi Lin Yongtao Wang

image quality salience multi task learning artificial neural network distortion +6 more

Proceedings of the 27th ACM International Conference on Multimedia 5 citations Published 2019-10-15
Semi-supervised Deep Quantization for Cross-modal Search (2019)

Xin Wang Wenwu Zhu Chenghao Liu

quantization autoencoder nearest neighbor search hash function pattern recognition +6 more

Proceedings of the 27th ACM International Conference on Multimedia 3 citations Published 2019-10-15
Self-supervised Representation Learning Using 360° Data (2019)

Junnan Li Jianquan Liu Yongkang Wong Shoji Nishimura Mohan S. Kankanhalli

feature learning object detection panorama perspective segmentation +6 more

Proceedings of the 27th ACM International Conference on Multimedia 5 citations Published 2019-10-15
See Through the Windshield from Surveillance Camera (2019)

Daiqian Ma Yan Bai Renjie Wan Ce Wang Boxin Shi Ling-Yu Duan

image restoration generative model image quality visibility windshield +6 more

Proceedings of the 27th ACM International Conference on Multimedia Published 2019-10-15
Question-Aware Tube-Switch Network for Video Question Answering (2019)

Tianhao Yang Zheng-Jun Zha Hongtao Xie Meng Wang Hanwang Zhang

question answering synchronization network switch computer vision computer science +3 more

Proceedings of the 27th ACM International Conference on Multimedia 5 citations Published 2019-10-15
Multi-Level Fusion based Class-aware Attention Model for Weakly Labeled Audio Tagging (2019)

Yifang Yin Meng-Jiun Chiou Zhenguang Liu Harsh Shrivastava Rajiv Ratn Shah Roger Zimmermann

overfitting applications of artificial intelligence machine learning time domain computer science +6 more

Proceedings of the 27th ACM International Conference on Multimedia 5 citations Published 2019-10-15
Mixed-dish Recognition with Contextual Relation Networks (2019)

Lixi Deng Jingjing Chen Qianru Sun Xiangnan He Sheng Tang Zhaoyan Ming Yongdong Zhang Tat Seng Chua

context model natural language processing object detection computer science artificial intelligence +6 more

Proceedings of the 27th ACM International Conference on Multimedia 8 citations Published 2019-10-15
M2E-Try On Net: Fashion from Model to Everyone (2019)

Zhonghua Wu Guosheng Lin Qingyi Tao Jianfei Cai

clothing computer vision computer science artificial intelligence hybrid learning +2 more

Proceedings of the 27th ACM International Conference on Multimedia 16 citations Published 2019-10-15
Lossy Intermediate Deep Learning Feature Compression and Evaluation (2019)

Zhuo Chen Kui Fan Shiqi Wang Ling-Yu Duan Weisi Lin Alex Kot

lossy compression deep learning coding server computational complexity theory +6 more

Proceedings of the 27th ACM International Conference on Multimedia 4 citations Published 2019-10-15
Learning short-text semantic similarity with word embeddings and external knowledge sources (2019)

Hien T. Nguyen Phuc H. Duong Erik Cambria

semantic similarity text segmentation parse tree natural language paraphrase +5 more

Knowledge Based Systems 18 citations Published 2019-10-15
Convolutional Neural Networks for Food Image Recognition: An Experimental Study (2019)

Yi Sen Ng Wanqi Xue Wei Wang Panpan Qi

convolutional neural network classifier computer science computer vision image resolution +6 more

Proceedings of the 5th International Workshop on Multimedia Assisted Dietary Management 1 citations Published 2019-10-15
Collaborative online ranking algorithms for multitask learning (2019)

Guangxia Li Peilin Zhao Tao Mei Peng Yang Yulong Shen Julian Kuiyu Chang Steven C. H. Hoi

learning to rank multi task learning ranking machine learning computer science +4 more

Knowledge and Information Systems Published 2019-10-15
A UAV classification system based on FMCW radar micro-Doppler signature analysis (2019)

Beom-Seok Oh Xin Guo Zhiping Lin

continuous wave radar secondary surveillance radar filter dwell time hilbert huang transform +6 more

Expert Systems With Applications 6 citations Published 2019-10-15
GenELM: Generative Extreme Learning Machine feature representation (2019)

Shichao Zhou Chenwei Deng Wenzheng Wang Guang-Bin Huang Baojun Zhao

feature learning discriminative model extreme learning machine multilayer perceptron cluster analysis +6 more

Neurocomputing 3 citations Published 2019-10-14
Exploring Regularizations with Face, Body and Image Cues for Group Cohesion Prediction (2019)

Da Guo Kai Wang Jianfei Yang Kaipeng Zhang Xiaojiang Peng Yu Qiao

group cohesiveness group emotion sensory cue cohesion deep learning +4 more

2019 International Conference on Multimodal Interaction on 6 citations Published 2019-10-14
A scale adaptive network for crowd counting (2019)

Youmei Zhang Chunluan Zhou Faliang Chang Alex C. Kot

convolution residual channel pattern recognition computer science +6 more

Neurocomputing Published 2019-10-14
GraphX$^\mathbf{\small NET } -$ Chest X-Ray Classification Under Extreme Minimal Supervision (2019)

Angelica I. Aviles-Rivero Nicolas Papadakis Ruoteng Li Philip Sellars Qingnan Fan Robby T. Tan Robby T. Tan Carola-Bibiane Schönlieb

semi supervised learning data classification transduction deep learning machine learning +6 more

International Conference on Medical Image Computing and Computer-Assisted Intervention 3 citations Published 2019-10-13
GraphX$^{NET}-$ Chest X-Ray Classification Under Extreme Minimal Supervision (2019)

Angelica I. Aviles-Rivero Nicolas Papadakis Ruoteng Li Philip Sellars Qingnan Fan Robby T. Tan Carola-Bibiane Schönlieb

data classification deep learning machine learning prior probability computer science +5 more

arxiv:cs.LG 6 citations Published 2019-10-13
Adaptive Functional Connectivity Network Using Parallel Hierarchical BiLSTM for MCI Diagnosis. (2019)

Yiqiao Jiang Huifang Huang Jingyu Liu Chong-Yaw Wee Yang Li

dynamic functional connectivity support vector machine sliding window protocol deep learning clustering coefficient +6 more

International Workshop on Machine Learning in Medical Imaging Published 2019-10-13

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Single-shot Semantic Image Inpainting with Densely Connected Generative Networks (2019)

SGDNet: An End-to-End Saliency-Guided Deep Neural Network for No-Reference Image Quality Assessment (2019)

Semi-supervised Deep Quantization for Cross-modal Search (2019)

Self-supervised Representation Learning Using 360° Data (2019)

See Through the Windshield from Surveillance Camera (2019)

Question-Aware Tube-Switch Network for Video Question Answering (2019)

Multi-Level Fusion based Class-aware Attention Model for Weakly Labeled Audio Tagging (2019)

Mixed-dish Recognition with Contextual Relation Networks (2019)

M2E-Try On Net: Fashion from Model to Everyone (2019)

Lossy Intermediate Deep Learning Feature Compression and Evaluation (2019)

Learning short-text semantic similarity with word embeddings and external knowledge sources (2019)

Convolutional Neural Networks for Food Image Recognition: An Experimental Study (2019)

Collaborative online ranking algorithms for multitask learning (2019)

A UAV classification system based on FMCW radar micro-Doppler signature analysis (2019)

GenELM: Generative Extreme Learning Machine feature representation (2019)

Exploring Regularizations with Face, Body and Image Cues for Group Cohesion Prediction (2019)

A scale adaptive network for crowd counting (2019)

GraphX\(^\mathbf{\small NET } -\) Chest X-Ray Classification Under Extreme Minimal Supervision (2019)

GraphX$^{NET}-$ Chest X-Ray Classification Under Extreme Minimal Supervision (2019)

Adaptive Functional Connectivity Network Using Parallel Hierarchical BiLSTM for MCI Diagnosis. (2019)