Publications - Machine Learning SG

Learning to Learn From Noisy Labeled Data (2019)

Junnan Li Yongkang Wong Qi Zhao Mohan S. Kankanhalli

overfitting deep learning contextual image classification machine learning artificial intelligence +6 more

2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 69 citations Published 2019-06-01
Learning to Detect Human-Object Interactions With Knowledge (2019)

Bingjie Xu Yongkang Wong Junnan Li Qi Zhao Mohan S. Kankanhalli

knowledge retrieval visual reasoning comprehension natural language processing artificial intelligence +6 more

2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 39 citations Published 2019-06-01
Learning to Compose Dynamic Tree Structures for Visual Contexts (2019)

Kaihua Tang Hanwang Zhang Baoyuan Wu Wenhan Luo Wei Liu

visual reasoning tree structure spanning tree supervised learning reinforcement learning +5 more

2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 51 citations Published 2019-06-01
Learning Structure-And-Motion-Aware Rolling Shutter Correction (2019)

Bingbing Zhuang Quoc-Huy Tran Pan Ji Loong-Fah Cheong Manmohan Chandraker

rolling shutter shutter structure from motion convolutional neural network computer vision +5 more

2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 8 citations Published 2019-06-01
Joint Representative Selection and Feature Learning: A Semi-Supervised Approach (2019)

Suchen Wang Jingjing Meng Junsong Yuan Yap-Peng Tan

source data feature learning discriminative model data point data collection +5 more

2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Published 2019-06-01
Intuitive-augmented human-machine multidimensional nano-manipulation terminal using triboelectric stretchable strip sensors based on minimalist design (2019)

Tao Chen Tao Chen Qiongfeng Shi Minglu Zhu Tianyiyi He Zhan Yang Huicong Liu Lining Sun Lei Yang Chengkuo Lee

triboelectric effect linear motion controller nanomanipulator electrostatic induction +6 more

Nano Energy 20 citations Published 2019-06-01
In-process virtual verification of weld seam removal in robotic abrasive belt grinding process using deep learning (2019)

Vigneashwara Pandiyan Pushparaja Murugan Tegoeh Tjahjowidodo Wahyu Caesarendra Wahyu Caesarendra Omey Mohan Manyar David Jin Hong Then

belt grinding machining machine vision abrasive deep learning +6 more

Robotics and Computer-integrated Manufacturing 18 citations Published 2019-06-01
Image-Based Motion Planning for High-Speed Flight in Unknown Cluttered Environment (2019)

Fang Liao Pengfei Wang Kemao Peng Rodney Teo Feng Lin Jianliang Wang

stereo camera depth map motion planning kinematics trajectory +6 more

2019 18th European Control Conference (ECC) Published 2019-06-01
Hybrid Task Cascade for Instance Segmentation (2019)

Kai Chen Wanli Ouyang Chen Change Loy Dahua Lin Jiangmiao Pang Jiaqi Wang Yu Xiong Xiaoxiao Li Shuyang Sun Wansen Feng Ziwei Liu Jianping Shi

segmentation cascade object detection discriminative model spatial contextual awareness +6 more

2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 238 citations Published 2019-06-01
Generalized Reciprocal Collision Avoidance for Non-holonomic Robots (2019)

Xiucai Huang Lieyuan Zhou Zheming Guan Zhengguo Li Changyun Wen Renjie He

holonomic linear approximation constant linear velocity angular velocity collision +6 more

2019 14th IEEE Conference on Industrial Electronics and Applications (ICIEA) 2 citations Published 2019-06-01
Frame-Consistent Recurrent Video Deraining With Dual-Level Flow (2019)

Wenhan Yang Jiaying Liu Jiashi Feng

pixel network planning and design computational photography computer vision regularization +6 more

2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 10 citations Published 2019-06-01
Explainable and Explicit Visual Reasoning Over Scene Graphs (2019)

Jiaxin Shi Hanwang Zhang Juanzi Li

visual reasoning inductive bias scene graph pairwise comparison artificial intelligence +3 more

2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 51 citations Published 2019-06-01
ESIR: End-To-End Scene Text Recognition via Iterative Image Rectification (2019)

Fangneng Zhan Shijian Lu

image rectification perspective distortion deep learning initialization computer vision +6 more

2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 74 citations Published 2019-06-01
Enhancing Transformation-based Defenses using a Distribution Classifier. (2019)

Connie Kou Hwee Kuan Lee Teck Khim Ng Ee-Chien Chang

softmax function convolutional neural network majority rule classifier pattern recognition +5 more

arXiv: Learning Published 2019-06-01
Enhancing Stock Movement Prediction with Adversarial Training (2019)

Fuli Feng Huimin Chen Xiangnan He Ji Ding Maosong Sun Tat-Seng Chua

overfitting artificial neural network novelty machine learning random variable +6 more

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence 18 citations Published 2019-06-01
Emotion-Aware Human Attention Prediction (2019)

Macario O. Cordel Shaojing Fan Zhiqi Shen Mohan S. Kankanhalli

feature vector feature learning perception deep learning facial recognition system +6 more

2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 3 citations Published 2019-06-01
Dissecting Person Re-Identification From the Viewpoint of Viewpoint (2019)

Xiaoxiao Sun Liang Zheng

salient categorization synthetic data human computer interaction pedestrian +4 more

2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 29 citations Published 2019-06-01
Disentangling Latent Hands for Image Synthesis and Pose Estimation (2019)

Linlin Yang Angela Yao

autoencoder pose feature learning rgb color model inference +6 more

2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 35 citations Published 2019-06-01
Discovering Latent Discriminative Patterns for Multi-Mode Event Representation (2019)

Wenlong Xie Hongxun Yao Xiaoshuai Sun Tingting Han Sicheng Zhao Tat-Seng Chua

rational representation discriminative model semantics natural language processing computer science +4 more

IEEE Transactions on Multimedia 3 citations Published 2019-06-01
Developing a web based PV simulation platform (targeting at machine learning combined with advanced device and process simulation to support process optimization) (2019)

Rolf Stangl Gautam Anand Rahul Jaiswal Shubham Rathi Cangming Ke Zekun Ren Tonio Buonassisi

upload artificial neural network process simulation web application user centered design +6 more

2019 IEEE 46th Photovoltaic Specialists Conference (PVSC) Published 2019-06-01

Previous Next

Learning to Learn From Noisy Labeled Data (2019)

Learning to Detect Human-Object Interactions With Knowledge (2019)

Learning to Compose Dynamic Tree Structures for Visual Contexts (2019)

Learning Structure-And-Motion-Aware Rolling Shutter Correction (2019)

Joint Representative Selection and Feature Learning: A Semi-Supervised Approach (2019)

Intuitive-augmented human-machine multidimensional nano-manipulation terminal using triboelectric stretchable strip sensors based on minimalist design (2019)

In-process virtual verification of weld seam removal in robotic abrasive belt grinding process using deep learning (2019)

Image-Based Motion Planning for High-Speed Flight in Unknown Cluttered Environment (2019)

Hybrid Task Cascade for Instance Segmentation (2019)

Generalized Reciprocal Collision Avoidance for Non-holonomic Robots (2019)

Frame-Consistent Recurrent Video Deraining With Dual-Level Flow (2019)

Explainable and Explicit Visual Reasoning Over Scene Graphs (2019)

ESIR: End-To-End Scene Text Recognition via Iterative Image Rectification (2019)

Enhancing Transformation-based Defenses using a Distribution Classifier. (2019)

Enhancing Stock Movement Prediction with Adversarial Training (2019)

Emotion-Aware Human Attention Prediction (2019)

Dissecting Person Re-Identification From the Viewpoint of Viewpoint (2019)

Disentangling Latent Hands for Image Synthesis and Pose Estimation (2019)

Discovering Latent Discriminative Patterns for Multi-Mode Event Representation (2019)

Developing a web based PV simulation platform (targeting at machine learning combined with advanced device and process simulation to support process optimization) (2019)