Publications - Machine Learning SG

Next-Term Grade Prediction: A Machine Learning Approach. (2020)

Audrey Tedja Widjaja Lei Wang Nghia Trong Truong Aldy Gunawan Ee-Peng Lim

machine learning computer science artificial intelligence long short term memory

EDM Published 2020-01-01
New Threats Against Object Detector with Non-local Block. (2020)

Yi Huang Fan Wang Adams Wai-Kin Kong Kwok-Yan Lam

computer science computer vision artificial intelligence non local object detector

ECCV (20) Published 2020-01-01
Neural Multimodal Cooperative Learning Toward Micro-Video Understanding (2020)

Yinwei Wei Xiang Wang Weili Guan Liqiang Nie Zhouchen Lin Baoquan Chen

overfitting discriminative model feature extraction cooperative learning complementarity +6 more

IEEE Transactions on Image Processing 18 citations Published 2020-01-01
n-Reference Transfer Learning for Saliency Prediction. (2020)

Yan Luo Yongkang Wong Mohan S. Kankanhalli Qi Zhao

transfer of learning salience pattern recognition computer science artificial intelligence

ECCV (8) Published 2020-01-01
MobileHand: Real-Time 3D Hand Shape and Pose Estimation from Color Image. (2020)

Guan Ming Lim Prayook Jatesiktat Wei Tech Ang

color image pose computer vision computer science artificial intelligence

ICONIP (4) Published 2020-01-01
Mind the Discriminability: Asymmetric Adversarial Domain Adaptation. (2020)

Jianfei Yang Han Zou Yuxun Zhou Zhaoyang Zeng Lihua Xie

adversarial system computer science artificial intelligence domain adaptation

ECCV (24) Published 2020-01-01
Micro-stepping extended focus reduces photobleaching and preserves structured illumination super-resolution features. (2020)

Xian Hu Salma Jalal Michael Sheetz Michael Sheetz Michael Sheetz Oddmund Bakke Felix Margadant

temporal resolution photobleaching undersampling confocal microscope +6 more

Journal of Cell Science Published 2020-01-01
Methodology 2: Coding Bilingual Transcripts (2020)

Viniti Vaish

mean length of utterance lexical density translanguaging morpheme grammar +5 more

Published 2020-01-01
Medical Image Recognition: An Explanation and Hands-On Example of Convolutional Networks (2020)

Dianwen Ng Mengling Feng

convolutional neural network image segmentation artificial neural network image processing convolution +6 more

Published 2020-01-01
Measuring Generalisation to Unseen Viewpoints, Articulations, Shapes and Objects for 3D Hand Pose Estimation under Hand-Object Interaction (2020)

Anil Armagan Guillermo Garcia-Hernando Seungryul Baek Shreyas Hampali Mahdi Rad Zhaohui Zhang Shipeng Xie Mingxiu Chen Boshen Zhang Fu Xiong Yang Xiao Zhiguo Cao Junsong Yuan Pengfei Ren Weiting Huang Haifeng Sun Marek Hrúz Jakub Kanis Zdenek Krnoul Qingfu Wan Shile Li Linlin Yang Dongheui Lee Angela Yao Weiguo Zhou Sijia Mei Yunhui Liu Adrian Spurr Umar Iqbal Pavlo Molchanov Philippe Weinzaepfel Romain Brégier Grégory Rogez Vincent Lepetit Tae-Kyun Kim

pose viewpoints computer vision computer science generalization +1 more

ECCV (23) 5 citations Published 2020-01-01
Machine learning in materials modeling—fundamentals and the opportunities in 2D materials (2020)

Shreeja Das Hansraj Pegu Kisor Kumar Sahu Ameeya Kumar Nayak Seeram Ramakrishna Dibakar Datta S. Swayamjyoti

external data representation implementation machine learning photovoltaic system materials science +2 more

arXiv preprint arXiv:2001.04605 Published 2020-01-01
Machine learning approach for materials technologies (2020)

Jatindra Kumar Dash Mohit Sharma Goutam Kumar Dalapati Goutam Kumar Dalapati

zero energy building cloaking computer science machine learning artificial intelligence +5 more

Published 2020-01-01
Learning to Compose and Reason with Language Tree Structures for Visual Grounding. (2020)

Richang Hong Daqing Liu Xiaoyu Mo Xiangnan He Hanwang Zhang

tree structure binary tree natural language visual reasoning parsing +5 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 9 citations Published 2020-01-01
Learning Progressive Joint Propagation for Human Motion Prediction. (2020)

Yujun Cai Lin Huang Yiwei Wang Tat-Jen Cham Jianfei Cai Junsong Yuan Jun Liu Xu Yang Yiheng Zhu Xiaohui Shen Ding Liu Jing Liu Nadia Magnenat-Thalmann

computer science computer vision artificial intelligence human motion

ECCV (7) 4 citations Published 2020-01-01
Layer-Wise Multi-View Learning for Neural Machine Translation. (2020)

Qiang Wang Changliang Li Yue Zhang Tong Xiao Jingbo Zhu

machine translation artificial intelligence computer science layer wise

COLING Published 2020-01-01
Interpretable Deep Neural Network to Predict Estrogen Receptor Status from Haematoxylin-Eosin Images (2020)

Philipp Seegerer Alexander Binder René Saitenmacher Michael Bockmayr Michael Bockmayr Maximilian Alber Philipp Jurmeister Frederick Klauschen Klaus Robert Müller Klaus Robert Müller Klaus Robert Müller

estrogen receptor status digital pathology interpretability deep learning estrogen receptor +6 more

AI and ML for Digital Pathology 4 citations Published 2020-01-01
Intent Classification for Dialogue Utterances (2020)

Jetze Schuurmans Flavius Frasincar E. Cambria

naive bayes classifier support vector machine sentiment analysis intelligent decision support system affective computing +5 more

The Missouri Review 8 citations Published 2020-01-01
Inference Stage Optimization for Cross-scenario 3D Human Pose Estimation (2020)

Jianfeng Zhang Xuecheng Nie Jiashi Feng

inference pose machine learning computer science artificial intelligence

Advances in Neural Information Processing Systems Published 2020-01-01
iMSCGnet: Iterative Multi-Scale Context-Guided Segmentation of Skin Lesion in Dermoscopic Images (2020)

Yujiao Tang Zhiwen Fang Shaofeng Yuan Chang'An Zhan Yanyan Xing Joey Tianyi Zhou Feng Yang

image segmentation segmentation feature extraction encoding pattern recognition +6 more

IEEE Access Published 2020-01-01
Improving anti-spoofing with octave spectrum and short-term spectral statistics information (2020)

Jichen Yang Rohan Kumar Das

spoofing attack mel frequency cepstrum octave spectral density resampling +6 more

Applied Acoustics 6 citations Published 2020-01-01

Previous Next

Next-Term Grade Prediction: A Machine Learning Approach. (2020)

New Threats Against Object Detector with Non-local Block. (2020)

Neural Multimodal Cooperative Learning Toward Micro-Video Understanding (2020)

n-Reference Transfer Learning for Saliency Prediction. (2020)

MobileHand: Real-Time 3D Hand Shape and Pose Estimation from Color Image. (2020)

Mind the Discriminability: Asymmetric Adversarial Domain Adaptation. (2020)

Micro-stepping extended focus reduces photobleaching and preserves structured illumination super-resolution features. (2020)

Methodology 2: Coding Bilingual Transcripts (2020)

Medical Image Recognition: An Explanation and Hands-On Example of Convolutional Networks (2020)

Measuring Generalisation to Unseen Viewpoints, Articulations, Shapes and Objects for 3D Hand Pose Estimation under Hand-Object Interaction (2020)

Machine learning in materials modeling—fundamentals and the opportunities in 2D materials (2020)

Machine learning approach for materials technologies (2020)

Learning to Compose and Reason with Language Tree Structures for Visual Grounding. (2020)

Learning Progressive Joint Propagation for Human Motion Prediction. (2020)

Layer-Wise Multi-View Learning for Neural Machine Translation. (2020)

Interpretable Deep Neural Network to Predict Estrogen Receptor Status from Haematoxylin-Eosin Images (2020)

Intent Classification for Dialogue Utterances (2020)

Inference Stage Optimization for Cross-scenario 3D Human Pose Estimation (2020)

iMSCGnet: Iterative Multi-Scale Context-Guided Segmentation of Skin Lesion in Dermoscopic Images (2020)

Improving anti-spoofing with octave spectrum and short-term spectral statistics information (2020)