Publications - Machine Learning SG

Texture Discrimination using a Soft Biomimetic Finger for Prosthetic Applications (2019)

Darshini Balamurugan Andrei Nakagawa-Silva Harrison Nguyen Jin Huat Low Christopher Shallal Luke Osborn Alcimar Barbosa Soares Raye Chen Hua Yeow Nitish Thakor

soft robotics tactile sensor feature extraction computer vision classifier +4 more

2019 IEEE 16th International Conference on Rehabilitation Robotics (ICORR) 1 citations Published 2019-06-01
Spike Timing or Rate? Neurons Learn to Make Decisions for Both Through Threshold-Driven Plasticity (2019)

Qiang Yu Haizhou Li Kay Chen Tan

robustness process patterns encoding feature extraction multicategory +6 more

IEEE Transactions on Systems, Man, and Cybernetics 23 citations Published 2019-06-01
Spatial Topography of Individual-Specific Cortical Networks Predicts Human Cognition, Personality, and Emotion. (2019)

Ru Kong Jingwei Li Csaba Orban Mert R Sabuncu Hesheng Liu Alexander Schaefer Nanbo Sun Xi-Nian Zuo Avram J Holmes Simon B Eickhoff B T Thomas Yeo

network topology cognition functional magnetic resonance imaging bayesian inference generalizability theory +6 more

Cerebral Cortex 159 citations Published 2019-06-01
Semantics-Aware Visual Object Tracking (2019)

Rui Yao Guosheng Lin Chunhua Shen Yanning Zhang Qinfeng Shi

video tracking active appearance model semantics robustness visualization +6 more

IEEE Transactions on Circuits and Systems for Video Technology 11 citations Published 2019-06-01
Scene Categorization Using Deeply Learned Gaze Shifting Kernel (2019)

Xiao Sun Luming Zhang Zepeng Wang Jie Chang Yiyang Yao Ping Li Roger Zimmermann

eye tracking gaze convolutional neural network salience categorization +6 more

IEEE Transactions on Systems, Man, and Cybernetics 7 citations Published 2019-06-01
Robust Point Cloud Based Reconstruction of Large-Scale Outdoor Scenes (2019)

Ziquan Lan Zi Jian Yew Gim Hee Lee

outlier mixture model point cloud bayesian network probabilistic logic +6 more

2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 3 citations Published 2019-06-01
Recursive Visual Attention in Visual Dialog (2019)

Yulei Niu Hanwang Zhang Manli Zhang Jianhong Zhang Zhiwu Lu Ji-Rong Wen

visual reasoning dialog box question answering recursion noun +4 more

2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 48 citations Published 2019-06-01
Real-Time Denoising of Brillouin Optical Time Domain Analyzer With High Data Fidelity Using Convolutional Neural Networks (2019)

Hao Wu Yangyang Wan Ming Tang Yunjin Chen Can Zhao Ruolin Liao Yiqing Chang Songnian Fu Perry Ping Shum Deming Liu

time domain signal to noise ratio signal processing noise reduction sampling +6 more

Journal of Lightwave Technology 4 citations Published 2019-06-01
P‐200: Late‐News Poster: Depth Guided and Blur Aware Optimization for Multi‐Layer Light Field 3D Display (2019)

Yufei He Yuxian Feng Phil Surman Huicai Zhong Shizheng Wang

stereo display light field computer vision computer science artificial intelligence +1 more

SID Symposium Digest of Technical Papers Published 2019-06-01
Propagation Mechanism for Deep and Wide Neural Networks (2019)

Dejiang Xu Mong Li Lee Wynne Hsu

deep learning concatenation artificial neural network artificial intelligence computer aided design +3 more

2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Published 2019-06-01
Pluralistic Image Completion (2019)

Chuanxia Zheng Tat-Jen Cham Jianfei Cai

deep learning ground truth encoder prior probability artificial intelligence +4 more

2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 67 citations Published 2019-06-01
Partial Order Pruning: For Best Speed/Accuracy Trade-Off in Neural Architecture Search (2019)

Xin Li Yiming Zhou Zheng Pan Jiashi Feng

deep learning inference data mining segmentation artificial intelligence +5 more

2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 31 citations Published 2019-06-01
Neural Chinese Address Parsing (2019)

Hao Li Wei Lu Pengjun Xie Linlin Li

parsing structured prediction robustness latent variable natural language processing +2 more

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers) Published 2019-06-01
Multi-Label Transfer Learning for Multi-Relational Semantic Similarity (2019)

Li Zhang Steven R. Wilson Rada Mihalcea

semantic similarity transfer of learning phrase natural language processing artificial intelligence +2 more

Proceedings of the Eighth Joint Conference on Lexical and Computational Semantics (*SEM 2019) Published 2019-06-01
Motor imagery signal classification based on transfer learning (2019)

Banghua Yang Minmin Zheng Guan Cuntai Li Bo

transfer of learning statistical classification motor imagery feature extraction support vector machine +6 more

2019 IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications (CIVEMSA) Published 2019-06-01
Min-Max Statistical Alignment for Transfer Learning (2019)

Samitha Herath Mehrtash Harandi Basura Fernando Richard Nock

transfer of learning feature learning categorization invariant artificial intelligence +3 more

2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 4 citations Published 2019-06-01
Methodology for the Evaluation of Magneto-Inertial Orientation Filters in SO(3) (2019)

Jacopo Tosi Fabrizio Taffoni Asif Hussain Domenico Campolo Domenico Formica

sensor fusion gyroscope match moving trajectory accelerometer +6 more

2019 II Workshop on Metrology for Industry 4.0 and IoT (MetroInd4.0&IoT) 1 citations Published 2019-06-01
MaxpoolNMS: Getting Rid of NMS Bottlenecks in Two-Stage Object Detectors (2019)

Lile Cai Bin Zhao Zhe Wang Jie Lin Chuan Sheng Foo Mohamed Sabry Aly Vijay Chandrasekhar

object detection bottleneck computer engineering acceleration parallelizable manifold +4 more

2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 6 citations Published 2019-06-01
Live Demonstration: CeleX-V: A 1M Pixel Multi-Mode Event-Based Sensor (2019)

Shoushun Chen Menghan Guo

image sensor pixel motion detection optical flow system on a chip +6 more

2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) 4 citations Published 2019-06-01
Lightweight Privacy-Preserving Ensemble Classification for Face Recognition (2019)

Zhuo Ma Yang Liu Ximeng Liu Jianfeng Ma Kui Ren

boosting secret sharing server adaboost facial recognition system +6 more

the internet of things 23 citations Published 2019-06-01

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Texture Discrimination using a Soft Biomimetic Finger for Prosthetic Applications (2019)

Spike Timing or Rate? Neurons Learn to Make Decisions for Both Through Threshold-Driven Plasticity (2019)

Spatial Topography of Individual-Specific Cortical Networks Predicts Human Cognition, Personality, and Emotion. (2019)

Semantics-Aware Visual Object Tracking (2019)

Scene Categorization Using Deeply Learned Gaze Shifting Kernel (2019)

Robust Point Cloud Based Reconstruction of Large-Scale Outdoor Scenes (2019)

Recursive Visual Attention in Visual Dialog (2019)

Real-Time Denoising of Brillouin Optical Time Domain Analyzer With High Data Fidelity Using Convolutional Neural Networks (2019)

P‐200: Late‐News Poster: Depth Guided and Blur Aware Optimization for Multi‐Layer Light Field 3D Display (2019)

Propagation Mechanism for Deep and Wide Neural Networks (2019)

Pluralistic Image Completion (2019)

Partial Order Pruning: For Best Speed/Accuracy Trade-Off in Neural Architecture Search (2019)

Neural Chinese Address Parsing (2019)

Multi-Label Transfer Learning for Multi-Relational Semantic Similarity (2019)

Motor imagery signal classification based on transfer learning (2019)

Min-Max Statistical Alignment for Transfer Learning (2019)

Methodology for the Evaluation of Magneto-Inertial Orientation Filters in SO(3) (2019)

MaxpoolNMS: Getting Rid of NMS Bottlenecks in Two-Stage Object Detectors (2019)

Live Demonstration: CeleX-V: A 1M Pixel Multi-Mode Event-Based Sensor (2019)

Lightweight Privacy-Preserving Ensemble Classification for Face Recognition (2019)