Publications - Machine Learning SG

Towards Multimodal Sarcasm Detection (An _Obviously_ Perfect Paper). (2019)

Santiago Castro Devamanyu Hazarika Verónica Pérez-Rosas Roger Zimmermann Rada Mihalcea Soujanya Poria

sarcasm utterance syllable natural language processing modalities +2 more

arXiv preprint arXiv:1906.01815 1 citations Published 2019-06-05
Progressive Image Enhancement under Aesthetic Guidance (2019)

Xiaoyu Du Xun Yang Zhiguang Qin Jinhui Tang

black box computer vision computer science artificial intelligence economic shortage +2 more

Proceedings of the 2019 on International Conference on Multimedia Retrieval Published 2019-06-05
Mixed Dish Recognition through Multi-Label Learning (2019)

Yunan Wang Jing-jing Chen Chong-Wah Ngo Tat-Seng Chua Wanli Zuo Zhaoyan Ming

minimum bounding box machine learning computer science artificial intelligence difficult problem +2 more

Proceedings of the 11th Workshop on Multimedia for Cooking and Eating Activities 3 citations Published 2019-06-05
Keynote: Towards Explainability in AI and Multimedia Research (2019)

Tat-Seng Chua

domain knowledge commonsense knowledge big data inference interpretability +6 more

Proceedings of the 2019 on International Conference on Multimedia Retrieval Published 2019-06-05
Improved Multi-Agent Reinforcement Learning for Path Planning-Based Crowd Simulation (2019)

Qingqing Wang Hong Liu Kaizhou Gao Le Zhang

crowd simulation reinforcement learning social force model bulletin board motion planning +5 more

IEEE Access 7 citations Published 2019-06-05
DietLens-Eout: Large Scale Restaurant Food Photo Recognition (2019)

Zhipeng Wei Jingjing Chen Zhaoyan Ming Chong-Wah Ngo Tat-Seng Chua Fengfeng Zhou

convolutional neural network algorithm design global positioning system machine learning feature +5 more

Proceedings of the 2019 on International Conference on Multimedia Retrieval Published 2019-06-05
Towards Fair and Privacy-Preserving Federated Deep Models (2019)

Lingjuan Lyu Jiangshan Yu Karthik Nandakumar Yitong Li Xingjun Ma Jiong Jin Han Yu Kee Siong Ng

collaborative learning overfitting encryption deep learning credibility +6 more

arXiv preprint arXiv:1906.01167 3 citations Published 2019-06-04
Fast determination of coarse-grained cell anisotropy and size in epithelial tissue images using Fourier transform. (2019)

M Durande M Durande S Tlili S Tlili T Homan B Guirao F Graner H Delanoë-Ayari

segmentation image quality fourier analysis anisotropy fourier transform +6 more

Physical Review E 2 citations Published 2019-06-04
ChID: A Large-scale Chinese IDiom Dataset for Cloze Test (2019)

Chujie Zheng Minlie Huang Aixin Sun

cloze test reading comprehension comprehension natural language processing blank +2 more

arXiv preprint arXiv:1906.01265 1 citations Published 2019-06-04
Panoptic Edge Detection. (2019)

Yuan Hu Yingtian Zou Jiashi Feng

edge detection object detection edge computer vision computer science +3 more

arXiv preprint arXiv:1906.00590 5 citations Published 2019-06-03
Learning to Self-Train for Semi-Supervised Few-Shot Classification (2019)

Xinzhe Li Qianru Sun Yaoyao Liu Qin Zhou Shibao Zheng Tat-Seng Chua Bernt Schiele

semi supervised learning contextual image classification gradient descent weighting pattern recognition +4 more

33rd Conference on Neural Information Processing Systems 37 citations Published 2019-06-03
Factor Graph Neural Network. (2019)

Zhen Zhang Fan Wu Wee Sun Lee

graphical model recurrent neural network factor graph artificial neural network belief propagation +5 more

arXiv: Learning 3 citations Published 2019-06-03
Deep Face Recognition Model Compression via Knowledge Transfer and Distillation (2019)

Jayashree Karlekar Jiashi Feng Zi Sian Wong Sugiri Pranata

facial recognition system machine learning knowledge transfer computer science inference +6 more

arXiv preprint arXiv:1906.00619 2 citations Published 2019-06-03
Neural Multi-task Learning for Citation Function and Provenance (2019)

Xuan Su Animesh Prasad Min-Yen Kan Kazunari Sugiyama

multi task learning convolutional neural network artificial neural network citation analysis citation +4 more

2019 ACM/IEEE Joint Conference on Digital Libraries (JCDL) 5 citations Published 2019-06-02
WiFi and Vision Multimodal Learning for Accurate and Robust Device-Free Human Activity Recognition (2019)

Han Zou Jianfei Yang Hari Prasanna Das Huihan Liu Yuxun Zhou Costas J. Spanos

activity recognition multimodal learning convolutional neural network feature extraction wearable technology +6 more

2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) 9 citations Published 2019-06-01
VERI-Wild: A Large Dataset and a New Method for Vehicle Re-Identification in the Wild (2019)

Yihang Lou Yan Bai Jun Liu Shiqi Wang Lingyu Duan

intelligent transportation system feature vector feature learning machine learning artificial intelligence +6 more

2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 58 citations Published 2019-06-01
Validation of delay-multiply-and-standard-deviation weighting factor for improved photoacoustic imaging of sentinel lymph node. (2019)

Roya Paridar Moein Mozaffarzadeh Vijitha Periyasamy Maryam Basij Mohammad Mehrmohammadi Manojit Pramanik Mahdi Orooji

iterative reconstruction sentinel lymph node weighting contrast ratio standard deviation +6 more

Journal of Biophotonics 6 citations Published 2019-06-01
TransGaGa: Geometry-Aware Unsupervised Image-To-Image Translation (2019)

Wayne Wu Kaidi Cao Cheng Li Chen Qian Chen Change Loy

image translation feature learning deep learning cartesian product gesture +3 more

2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 34 citations Published 2019-06-01
Towards Natural and Accurate Future Motion Prediction of Humans and Animals (2019)

Zhenguang Liu Shuang Wu Shuyuan Jin Qi Liu Shijian Lu Roger Zimmermann Li Cheng

deep learning recurrent neural network lie algebra representation encode artificial intelligence +3 more

2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 16 citations Published 2019-06-01
Three-class Motor Imagery Classification Based on FBCSP Combined with Voting Mechanism (2019)

Bo Li Banghua Yang Cuntai Guan Chenxiao Hu

motor imagery statistical classification feature extraction support vector machine brain computer interface +6 more

2019 IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications (CIVEMSA) 1 citations Published 2019-06-01

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Towards Multimodal Sarcasm Detection (An _Obviously_ Perfect Paper). (2019)

Progressive Image Enhancement under Aesthetic Guidance (2019)

Mixed Dish Recognition through Multi-Label Learning (2019)

Keynote: Towards Explainability in AI and Multimedia Research (2019)

Improved Multi-Agent Reinforcement Learning for Path Planning-Based Crowd Simulation (2019)

DietLens-Eout: Large Scale Restaurant Food Photo Recognition (2019)

Towards Fair and Privacy-Preserving Federated Deep Models (2019)

Fast determination of coarse-grained cell anisotropy and size in epithelial tissue images using Fourier transform. (2019)

ChID: A Large-scale Chinese IDiom Dataset for Cloze Test (2019)

Panoptic Edge Detection. (2019)

Learning to Self-Train for Semi-Supervised Few-Shot Classification (2019)

Factor Graph Neural Network. (2019)

Deep Face Recognition Model Compression via Knowledge Transfer and Distillation (2019)

Neural Multi-task Learning for Citation Function and Provenance (2019)

WiFi and Vision Multimodal Learning for Accurate and Robust Device-Free Human Activity Recognition (2019)

VERI-Wild: A Large Dataset and a New Method for Vehicle Re-Identification in the Wild (2019)

Validation of delay-multiply-and-standard-deviation weighting factor for improved photoacoustic imaging of sentinel lymph node. (2019)

TransGaGa: Geometry-Aware Unsupervised Image-To-Image Translation (2019)

Towards Natural and Accurate Future Motion Prediction of Humans and Animals (2019)

Three-class Motor Imagery Classification Based on FBCSP Combined with Voting Mechanism (2019)