Publications - Machine Learning SG

Aligning Latent Spaces for 3D Hand Pose Estimation (2019)

Linlin Yang Shile Li Dongheui Lee Angela Yao

pose point cloud rgb color model monocular computer vision +6 more

2019 IEEE/CVF International Conference on Computer Vision (ICCV) 25 citations Published 2019-10-01
Accelerate Learning of Deep Hashing With Gradient Attention (2019)

Long-Kai Huang Jianda Chen Sinno Pan

hash function deep learning hamming space gradient descent image retrieval +6 more

2019 IEEE/CVF International Conference on Computer Vision (ICCV) 6 citations Published 2019-10-01
A2J: Anchor-to-Joint Regression Network for 3D Articulated Pose Estimation From a Single Depth Image (2019)

Fu Xiong Boshen Zhang Yang Xiao Zhiguo Cao Taidong Yu Joey Tianyi Zhou Junsong Yuan

pose backbone network spatial contextual awareness pattern recognition artificial intelligence +3 more

2019 IEEE/CVF International Conference on Computer Vision (ICCV) 26 citations Published 2019-10-01
A spike train distance-based method to evaluate the response of mechanoreceptive afferents (2019)

Zhengkun Yi Yilei Zhang

spike train train cluster analysis discriminative model linearity +5 more

Neural Computing and Applications Published 2019-10-01
A Region-based Level Set Formulation Using Machine Learning Approach in Medical Image Segmentation (2019)

Soumen Biswas Ranjay Hazra Shitala Prasad

active contour model image segmentation level set pixel fuzzy logic +6 more

TENCON 2019 - 2019 IEEE Region 10 Conference (TENCON) Published 2019-10-01
A Novel Stereo Vision Measurement System Using Both Line Scan Camera and Frame Camera (2019)

Zhen Liu Suining Wu Qun Wu Chenggen Quan Yiming Ren

epipolar geometry grayscale pixel stereopsis system of measurement +6 more

IEEE Transactions on Instrumentation and Measurement 9 citations Published 2019-10-01
A novel robust kernel principal component analysis for nonlinear statistical shape modeling from erroneous data. (2019)

Jingting Ma Anqi Wang Feng Lin Stefan Wesarg Marius Erdt

kernel principal component analysis outlier image segmentation ankle bone segmentation +6 more

Computerized Medical Imaging and Graphics 5 citations Published 2019-10-01
A new machine learning technique for an accurate diagnosis of coronary artery disease (2019)

Moloud Abdar Wojciech Książek U Rajendra Acharya U Rajendra Acharya Ru-San Tan Vladimir Makarenkov Paweł Pławiak

support vector machine data pre processing artificial neural network cad feature selection +6 more

Computer Methods and Programs in Biomedicine 40 citations Published 2019-10-01
A Neural Attention Model for Real-Time Network Intrusion Detection (2019)

Mengxuan Tan Alfonso Iacovazzi Ngai-Man Man Cheung Yuval Elovici

intrusion detection system network security deep learning language translation network packet +7 more

2019 IEEE 44th Conference on Local Computer Networks (LCN) 1 citations Published 2019-10-01
A Graph Based Unsupervised Feature Aggregation for Face Recognition (2019)

Yu Cheng Yanfeng Li Qiankun Liu Yuan Yao Venkata Sai Vijay Kumar Pedapudi Xiaotian Fan Chi Su Shengmei Shen

directed graph feature extraction facial recognition system mutual information iterative method +6 more

2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW) Published 2019-10-01
A fast machine learning approach to facilitate the detection of interictal epileptiform discharges in the scalp electroencephalogram (2019)

Elham Bagheri Jing Jin Justin Dauwels Sydney Cash M. Brandon Westover

electroencephalography support vector machine random forest ictal machine learning +6 more

Journal of Neuroscience Methods 3 citations Published 2019-10-01
A deep learning framework for Hybrid Heterogeneous Transfer Learning (2019)

Joey Tianyi Zhou Sinno Jialin Pan Ivor W. Tsang

feature vector transfer of learning deep learning classifier pattern recognition +5 more

Artificial Intelligence 10 citations Published 2019-10-01
3D-Aided Dual-Agent GANs for Unconstrained Face Recognition (2019)

Jian Zhao Lin Xiong Jianshu Li Junliang Xing Shuicheng Yan Jiashi Feng

facial recognition system nist transfer of learning regularization computer vision +6 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 27 citations Published 2019-10-01
Reports of the workshops held at the 2019 aaai conference on artificial intelligence (2019)

Guy Barash Mauricio Castillo-Effen Niyati Chhaya Peter Clark Huáscar Espinoza Eitan Farchi Christopher W. Geib Odd Erik Gundersen Seán Ó hÉigeartaigh José Hernández-Orallo Chiori Hori Xiaowei Huang Kokil Jaidka Pavan Kapanipathi Sarah Keren Seokhwan Kim Marc Lanctot Danny Lange Julian J. McAuley David R. Martinez Marwan Mattar Martin Michalowski Reuth Mirsky Roozbeh Mottaghi Joseph C. Osborn Julien Pérolat Martin Schmid Arash Shaban-Nejad Onn Shehory Biplav Srivastava William W. Streilein Kartik Talamadupula Julian Togelius Koichiro Yoshino Quanshi Zhang Imed Zitouni

reinforcement learning dialog system deep learning recommender system agile software development +5 more

Ai Magazine Published 2019-09-30
Nighttime Stereo Depth Estimation using Joint Translation-Stereo Learning: Light Effects and Uninformative Regions. (2019)

Aashish Sharma Lionel Heng Loong-Fah Cheong Robby T. Tan

computer vision daytime computer science artificial intelligence light effects +1 more

arXiv: Computer Vision and Pattern Recognition Published 2019-09-30
End-to-End Motion Planning of Quadrotors Using Deep Reinforcement Learning (2019)

Efe Camci Erdal Kayacan

motion planning reinforcement learning computer vision computer science end to end principle +1 more

arXiv preprint arXiv:1909.13599 1 citations Published 2019-09-30
A Pilot Study for Chinese SQL Semantic Parsing (2019)

Qingkai Min Yuefeng Shi Yue Zhang

parsing text segmentation sql question answering natural language +6 more

arXiv preprint arXiv:1909.13293 1 citations Published 2019-09-29
Wafer Map Defect Pattern Recognition Using Rotation-Invariant Features (2019)

Rui Wang Nan Chen

semiconductor device fabrication wafer feature extraction semiconductor device modeling noise reduction +6 more

IEEE Transactions on Semiconductor Manufacturing 3 citations Published 2019-09-27
Membership Encoding for Deep Learning (2019)

Congzheng Song Reza Shokri

deep learning encoding digital watermarking data point machine learning +6 more

arXiv preprint arXiv:1909.12982 Published 2019-09-27
Classification of Effusion and Cartilage Erosion Affects in Osteoarthritis Knee MRI Images Using Deep Learning Model (2019)

Pankaj Pratap Singh Shitala Prasad Anil Kumar Chaudhary Chandan Kumar Patel Manisha Debnath

medical imaging deep learning osteoarthritis chronic condition disease +6 more

International Conference on Computer Vision and Image Processing Published 2019-09-27

Previous Next

Aligning Latent Spaces for 3D Hand Pose Estimation (2019)

Accelerate Learning of Deep Hashing With Gradient Attention (2019)

A2J: Anchor-to-Joint Regression Network for 3D Articulated Pose Estimation From a Single Depth Image (2019)

A spike train distance-based method to evaluate the response of mechanoreceptive afferents (2019)

A Region-based Level Set Formulation Using Machine Learning Approach in Medical Image Segmentation (2019)

A Novel Stereo Vision Measurement System Using Both Line Scan Camera and Frame Camera (2019)

A novel robust kernel principal component analysis for nonlinear statistical shape modeling from erroneous data. (2019)

A new machine learning technique for an accurate diagnosis of coronary artery disease (2019)

A Neural Attention Model for Real-Time Network Intrusion Detection (2019)

A Graph Based Unsupervised Feature Aggregation for Face Recognition (2019)

A fast machine learning approach to facilitate the detection of interictal epileptiform discharges in the scalp electroencephalogram (2019)

A deep learning framework for Hybrid Heterogeneous Transfer Learning (2019)

3D-Aided Dual-Agent GANs for Unconstrained Face Recognition (2019)

Reports of the workshops held at the 2019 aaai conference on artificial intelligence (2019)

Nighttime Stereo Depth Estimation using Joint Translation-Stereo Learning: Light Effects and Uninformative Regions. (2019)

End-to-End Motion Planning of Quadrotors Using Deep Reinforcement Learning (2019)

A Pilot Study for Chinese SQL Semantic Parsing (2019)

Wafer Map Defect Pattern Recognition Using Rotation-Invariant Features (2019)

Membership Encoding for Deep Learning (2019)

Classification of Effusion and Cartilage Erosion Affects in Osteoarthritis Knee MRI Images Using Deep Learning Model (2019)