Publications - Machine Learning SG

Data-driven estimation of building energy consumption with multi-source heterogeneous data (2020)

Yue Pan Limao Zhang

energy consumption efficient energy use energy intensity ensemble learning boosting +6 more

Applied Energy 3 citations Published 2020-06-15
Data Analysis on Track Deviation of UAS Operating under Visual Line of Sight (VLoS) Condition (2020)

Chung Hung J. Wang Kin Huat Low Ee Meng Ng Yang Jie E. Chan

line of sight computer vision computer science artificial intelligence

AIAA AVIATION 2020 FORUM 1 citations Published 2020-06-15
AMAE: Adaptive Motion-Agnostic Encoder for Event-Based Object Classification (2020)

Yongjian Deng Youfu Li Hao Chen

encoder object detection robustness encoding computer vision +6 more

IEEE Robotics and Automation Letters Published 2020-06-15
A Transient Feature Learning-Based Intelligent Fault Diagnosis Method for Planetary Gearboxes (2020)

Bo Qin Zixian Li Yan Qin

feature learning machine learning computer science artificial intelligence

Strojniski Vestnik-journal of Mechanical Engineering Published 2020-06-15
Zero-Reference Deep Curve Estimation for Low-Light Image Enhancement (2020)

Chunle Guo Chongyi Li Jichang Guo Chen Change Loy Junhui Hou Sam Kwong Runmin Cong

pixel face detection nonlinear system dynamic range algorithm +6 more

2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 16 citations Published 2020-06-14
What Does Plate Glass Reveal About Camera Calibration (2020)

Qian Zheng Jinnan Chen Zhan Lu Boxin Shi Xudong Jiang Kim-Hui Yap Ling-Yu Duan Alex C. Kot

camera resectioning field of view calibration panorama noise measurement +6 more

2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Published 2020-06-14
Weakly Supervised Semantic Point Cloud Segmentation: Towards 10× Fewer Labels (2020)

Xun Xu Gim Hee Lee

point cloud segmentation pattern recognition network planning and design artificial intelligence +6 more

2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 5 citations Published 2020-06-14
Visual Commonsense Representation Learning via Causal Inference (2020)

Tan Wang Jianqiang Huang Hanwang Zhang Qianru Sun

feature learning convolutional neural network closed captioning causal inference word2vec +3 more

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops 1 citations Published 2020-06-14
Visual Commonsense R-CNN (2020)

Tan Wang Jianqiang Huang Hanwang Zhang Qianru Sun

feature learning convolutional neural network feature extraction closed captioning encoder +6 more

2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 14 citations Published 2020-06-14
Variational-EM-Based Deep Learning for Noise-Blind Image Deblurring (2020)

Yuesong Nan Yuhui Quan Hui Ji

deblurring image restoration noise measurement artificial neural network deep learning +6 more

2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 1 citations Published 2020-06-14
Unbiased Scene Graph Generation From Biased Training (2020)

Kaihua Tang Yulei Niu Jianqiang Huang Jiaxin Shi Hanwang Zhang

debiasing counterfactual thinking causal inference scene graph task analysis +5 more

2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 27 citations Published 2020-06-14
Two Causal Principles for Improving Visual Dialog (2020)

Jiaxin Qi Yulei Niu Jianqiang Huang Hanwang Zhang

dialog box spurious relationship data modeling causality task analysis +6 more

2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 18 citations Published 2020-06-14
Strip Pooling: Rethinking Spatial Pooling for Scene Parsing (2020)

Qibin Hou Li Zhang Ming-Ming Cheng Jiashi Feng

pooling parsing benchmark kernel data mining +6 more

2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 11 citations Published 2020-06-14
SpSequenceNet: Semantic Segmentation Network on 4D Point Clouds (2020)

Hanyu Shi Guosheng Lin Hao Wang Tzu-Yi Hung Zhenhua Wang

point cloud image segmentation robustness segmentation computer vision +6 more

2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 3 citations Published 2020-06-14
Self2Self With Dropout: Learning Self-Supervised Denoising From Single Image (2020)

Yuhui Quan Mingqin Chen Tongyao Pang Hui Ji

deep learning artificial neural network noise reduction noise measurement pattern recognition +6 more

2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 11 citations Published 2020-06-14
Self-Learning Video Rain Streak Removal: When Cyclic Consistency Meets Temporal Correspondence (2020)

Wenhan Yang Robby T. Tan Shiqi Wang Jiaying Liu

motion estimation streak feature extraction computer vision encoding +6 more

2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Published 2020-06-14
RPM-Net: Robust Point Matching Using Learned Features (2020)

Zi Jian Yew Gim Hee Lee

iterative closest point point set registration rigid transformation point cloud initialization +6 more

2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 14 citations Published 2020-06-14
Revisiting Knowledge Distillation via Label Smoothing Regularization (2020)

Li Yuan Francis Eh Tay Guilin Li Tao Wang Jiashi Feng

smoothing regularization artificial neural network artificial intelligence computation +3 more

2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 20 citations Published 2020-06-14
Reflection Scene Separation From a Single Image (2020)

Renjie Wan Boxin Shi Haoliang Li Ling-Yu Duan Alex C. Kot

image restoration ground truth input output computer vision artificial intelligence +3 more

2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Published 2020-06-14
PSGAN: Pose and Expression Robust Spatial-Aware GAN for Customizable Makeup Transfer (2020)

Wentao Jiang Si Liu Chen Gao Jie Cao Ran He Jiashi Feng Shuicheng Yan

morphing robustness pixel visualization expression +6 more

2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 6 citations Published 2020-06-14

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Data-driven estimation of building energy consumption with multi-source heterogeneous data (2020)

Data Analysis on Track Deviation of UAS Operating under Visual Line of Sight (VLoS) Condition (2020)

AMAE: Adaptive Motion-Agnostic Encoder for Event-Based Object Classification (2020)

A Transient Feature Learning-Based Intelligent Fault Diagnosis Method for Planetary Gearboxes (2020)

Zero-Reference Deep Curve Estimation for Low-Light Image Enhancement (2020)

What Does Plate Glass Reveal About Camera Calibration (2020)

Weakly Supervised Semantic Point Cloud Segmentation: Towards 10× Fewer Labels (2020)

Visual Commonsense Representation Learning via Causal Inference (2020)

Visual Commonsense R-CNN (2020)

Variational-EM-Based Deep Learning for Noise-Blind Image Deblurring (2020)

Unbiased Scene Graph Generation From Biased Training (2020)

Two Causal Principles for Improving Visual Dialog (2020)

Strip Pooling: Rethinking Spatial Pooling for Scene Parsing (2020)

SpSequenceNet: Semantic Segmentation Network on 4D Point Clouds (2020)

Self2Self With Dropout: Learning Self-Supervised Denoising From Single Image (2020)

Self-Learning Video Rain Streak Removal: When Cyclic Consistency Meets Temporal Correspondence (2020)

RPM-Net: Robust Point Matching Using Learned Features (2020)

Revisiting Knowledge Distillation via Label Smoothing Regularization (2020)

Reflection Scene Separation From a Single Image (2020)

PSGAN: Pose and Expression Robust Spatial-Aware GAN for Customizable Makeup Transfer (2020)