Publications - Machine Learning SG

Data Diversification: A Simple Strategy For Neural Machine Translation (2020)

Xuan-Phi Nguyen Shafiq R. Joty Kui Wu Ai Ti Aw

machine translation diversification machine learning computer science artificial intelligence

Advances in Neural Information Processing Systems 3 citations Published 2020-01-01
Count- and Similarity-Aware R-CNN for Pedestrian Detection. (2020)

Jin Xie Hisham Cholakkal Rao Muhammad Anwer Fahad Shahbaz Khan Yanwei Pang Ling Shao Mubarak Shah

pedestrian detection pattern recognition computer science artificial intelligence

ECCV (17) Published 2020-01-01
Cost-Sensitive Canonical Correlation Analysis for Semi-Supervised Multi-View Learning (2020)

Jianwu Wan Feng Zhu

discriminative model word error rate canonical correlation facial recognition system pattern recognition +6 more

IEEE Signal Processing Letters 2 citations Published 2020-01-01
Cosine Similarity-Based Classifiers for Functional Data (2020)

Tianming Zhu Jin-Ting Zhang

cosine similarity centroid classifier pattern recognition magnitude +4 more

Published 2020-01-01
Cooperative Heterogeneous Deep Reinforcement Learning (2020)

Han Zheng Pengfei Wei Jing Jiang Guodong Long Qinghua Lu Chengqi Zhang

reinforcement learning computer science artificial intelligence

Advances in Neural Information Processing Systems Published 2020-01-01
Context-Aware Visual Policy Network for Fine-Grained Image Captioning. (2020)

Zheng-Jun Zha Daqing Liu Hanwang Zhang Yongdong Zhang Feng Wu

closed captioning natural language sentence grammar paragraph +6 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 28 citations Published 2020-01-01
Context-Aware Sliding Window for Sentiment Classification (2020)

Muhammad Ali Masood Rabeeh Ayaz Abbasi Ng Wee Keong

sliding window protocol deep learning classifier machine learning computer science +3 more

IEEE Access 2 citations Published 2020-01-01
Confidence-Based Hybrid Tracking to Overcome Visual Tracking Failures in Calibration-Less Vision-Guided Micromanipulation (2020)

Liangjing Yang Ishara Paranawithana Kamal Youcef-Toumi U-Xuan Tan

template matching eye tracking robustness visualization computer vision +6 more

IEEE Transactions on Automation Science and Engineering Published 2020-01-01
Co-Exploring Neural Architecture and Network-on-Chip Design for Real-Time Artificial Intelligence (2020)

Lei Yang Weiwen Jiang Weichen Liu Edwin H. M. Sha Yiyu Shi Jingtong Hu

bottleneck throughput computer science artificial intelligence architecture +3 more

2020 25th Asia and South Pacific Design Automation Conference (ASP-DAC) 6 citations Published 2020-01-01
Channel Recurrent Attention Networks for Video Pedestrian Retrieval (2020)

Pengfei Fang Pan Ji Jieming Zhou Lars Petersson Mehrtash Harandi

channel pedestrian artificial intelligence computer science

Proceedings of the Asian Conference on Computer Vision 1 citations Published 2020-01-01
Breast tumor segmentation and shape classification in mammograms using generative adversarial and convolutional neural network (2020)

Vivek Kumar Singh Hatem A. Rashwan Santiago Romani Farhan Akram Nidhi Pandey Md. Mostafa Kamal Sarker Adel Saleh Meritexell Arenas Miguel Arquez Domenec Puig Jordina Torrents-Barrena

convolutional neural network region of interest segmentation sorensen dice coefficient ground truth +6 more

Expert Systems With Applications 18 citations Published 2020-01-01
BND*-DDQN: Learn to Steer Autonomously through Deep Reinforcement Learning (2020)

Keyu Wu Han Wang Mahdi Abolfazli Esfahani Shenghai Yuan

virtual training reinforcement learning mobile robot action selection network architecture +5 more

IEEE Transactions on Cognitive and Developmental Systems 2 citations Published 2020-01-01
Binary Harris Hawks Optimizer for High-Dimensional, Low Sample Size Feature Selection (2020)

Thaer Thaher Ali Asghar Heidari Majdi Mafarja Jin Song Dong Seyedali Mirjalili

feature selection artificial neural network binary number preprocessor swarm behaviour +6 more

14 citations Published 2020-01-01
Binary Classifiers for Data Integrity Detection in Wearable IoT Edge Devices (2020)

Arlene John Rajesh C. Panicker Barry Cardiff Yong Lian Deepu John

data integrity artificial neural network feature vector classifier edge device +6 more

IEEE Open Journal of Circuits and Systems Published 2020-01-01
Beyond Monocular Deraining: Stereo Image Deraining via Semantic Understanding. (2020)

Kaihao Zhang Wenhan Luo Wenqi Ren Jingwen Wang Fang Zhao Lin Ma Hongdong Li

monocular computer vision computer science artificial intelligence stereo image

ECCV (27) Published 2020-01-01
BAKSA at SemEval-2020 Task 9: Bolstering CNN with Self-Attention for Sentiment Analysis of Code Mixed Text. (2020)

Ayush Kumar Harsh Agarwal Keshav Bansal Ashutosh Modi

semeval sentiment analysis natural language processing computer science artificial intelligence +1 more

SemEval@COLING Published 2020-01-01
Autonomous Vehicle for Obstacle Detection and Avoidance Using Reinforcement Learning (2020)

C. S. Arvind J. Senthilnath

q learning reinforcement learning supervised learning obstacle ultrasonic sensor +6 more

SocProS (1) 4 citations Published 2020-01-01
Automated detection of Parkinson's disease using minimum average maximum tree and singular value decomposition method with vowels (2020)

Turker Tuncer Sengul Dogan Udyavara Rajendra Acharya Udyavara Rajendra Acharya Udyavara Rajendra Acharya

feature extraction feature selection singular value decomposition cross validation pattern recognition +6 more

Biocybernetics and Biomedical Engineering 9 citations Published 2020-01-01
Application of Deep Learning Methods in Driver Behavior Recognition (2020)

Yang Xing Chen Lv Dongpu Cao

deep learning feature extraction convolutional neural network transfer of learning binary classification +6 more

Published 2020-01-01
An Unsupervised PM2.5 Estimation Method With Different Spatio-Temporal Resolutions Based on KIDW-TCGRU (2020)

Canyang Guo Genggeng Liu Lingjuan Lyu Chi-Hua Chen

interpolation deep learning air quality index convolutional neural network k nearest neighbors algorithm +6 more

IEEE Access Published 2020-01-01

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Data Diversification: A Simple Strategy For Neural Machine Translation (2020)

Count- and Similarity-Aware R-CNN for Pedestrian Detection. (2020)

Cost-Sensitive Canonical Correlation Analysis for Semi-Supervised Multi-View Learning (2020)

Cosine Similarity-Based Classifiers for Functional Data (2020)

Cooperative Heterogeneous Deep Reinforcement Learning (2020)

Context-Aware Visual Policy Network for Fine-Grained Image Captioning. (2020)

Context-Aware Sliding Window for Sentiment Classification (2020)

Confidence-Based Hybrid Tracking to Overcome Visual Tracking Failures in Calibration-Less Vision-Guided Micromanipulation (2020)

Co-Exploring Neural Architecture and Network-on-Chip Design for Real-Time Artificial Intelligence (2020)

Channel Recurrent Attention Networks for Video Pedestrian Retrieval (2020)

Breast tumor segmentation and shape classification in mammograms using generative adversarial and convolutional neural network (2020)

BND*-DDQN: Learn to Steer Autonomously through Deep Reinforcement Learning (2020)

Binary Harris Hawks Optimizer for High-Dimensional, Low Sample Size Feature Selection (2020)

Binary Classifiers for Data Integrity Detection in Wearable IoT Edge Devices (2020)

Beyond Monocular Deraining: Stereo Image Deraining via Semantic Understanding. (2020)

BAKSA at SemEval-2020 Task 9: Bolstering CNN with Self-Attention for Sentiment Analysis of Code Mixed Text. (2020)

Autonomous Vehicle for Obstacle Detection and Avoidance Using Reinforcement Learning (2020)

Automated detection of Parkinson's disease using minimum average maximum tree and singular value decomposition method with vowels (2020)

Application of Deep Learning Methods in Driver Behavior Recognition (2020)

An Unsupervised PM2.5 Estimation Method With Different Spatio-Temporal Resolutions Based on KIDW-TCGRU (2020)