Publications - Machine Learning SG

Non-Local Recurrent Network for Image Restoration (2018)

Ding Liu Bihan Wen Yuchen Fan Chen Change Loy Thomas S. Huang

image restoration recurrent neural network robustness pattern recognition intrinsic and extrinsic properties +6 more

arXiv: Computer Vision and Pattern Recognition 34 citations Published 2018-06-07
Zigzag Learning for Weakly Supervised Object Detection (2018)

Xiaopeng Zhang Jiashi Feng Hongkai Xiong Qi Tian

object detection overfitting regularization zigzag pattern recognition +4 more

2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition 55 citations Published 2018-06-01
Zero-Shot Visual Recognition Using Semantics-Preserving Adversarial Embedding Networks (2018)

Long Chen Hanwang Zhang Jun Xiao Wei Liu Shih-Fu Chang

semantics embedding subspace topology discriminative model linear subspace +5 more

2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition 132 citations Published 2018-06-01
Weakly Supervised Phrase Localization with Multi-scale Anchored Transformer Network (2018)

Fang Zhao Jianshu Li Jian Zhao Jiashi Feng

transformer minimum bounding box phrase visualization pattern recognition +6 more

2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition 27 citations Published 2018-06-01
Unsupervised Learning and Segmentation of Complex Activities from Video (2018)

Fadime Sener Angela Yao

unsupervised learning hidden markov model segmentation recurrent neural network visualization +6 more

2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition 24 citations Published 2018-06-01
Uncalibrated Photometric Stereo Under Natural Illumination (2018)

Zhipeng Mo Boxin Shi Feng Lu Sai-Kit Yeung Yasuyuki Matsushita

photometric stereo angular distance computer vision binary number calibration +4 more

2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition 12 citations Published 2018-06-01
Towards Pose Invariant Face Recognition in the Wild (2018)

Jian Zhao Yu Cheng Yan Xu Lin Xiong Jianshu Li Fang Zhao Karlekar Jayashree Sugiri Pranata Shengmei Shen Junliang Xing Shuicheng Yan Jiashi Feng

facial recognition system feature extraction convolutional neural network discriminative model invariant +6 more

2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition 98 citations Published 2018-06-01
Stochastic Downsampling for Cost-Adjustable Inference and Improved Regularization in Convolutional Networks (2018)

Jason Kuen Xiangfei Kong Zhe Lin Gang Wang Jianxiong Yin Simon See Yap-Peng Tan

inference contextual image classification stochastic process network architecture machine learning +6 more

2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition 11 citations Published 2018-06-01
SSNet: Scale Selection Network for Online 3D Action Prediction (2018)

Jun Liu Amir Shahroudy Gang Wang Ling-Yu Duan Alex C. Kot

sliding window protocol algorithm microsoft windows artificial intelligence convolution +6 more

2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition 28 citations Published 2018-06-01
Spatiotemporal GMM for Background Subtraction with Superpixel Hierarchy (2018)

Mingliang Chen Xing Wei Qingxiong Yang Qing Li Gang Wang Ming-Hsuan Yang

background subtraction minimum spanning tree spanning tree mixture model optical flow +6 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 71 citations Published 2018-06-01
Scene Segmentation with DAG-Recurrent Neural Networks (2018)

Bing Shuai Zhen Zuo Bing Wang Gang Wang

scale space segmentation segmentation based object categorization image segmentation segmentation context model +6 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 73 citations Published 2018-06-01
Robust Video Content Alignment and Compensation for Rain Removal in a CNN Framework (2018)

Jie Chen Cheen-Hau Tan Junhui Hou Lap-Pui Chau He Li

robustness convolutional neural network streak computer vision segmentation +6 more

2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition 54 citations Published 2018-06-01
Recognizing Human Actions as the Evolution of Pose Estimation Maps (2018)

Mengyuan Liu Junsong Yuan

pose convolutional neural network feature extraction probabilistic logic pattern recognition +6 more

2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition 101 citations Published 2018-06-01
Pointwise Convolutional Neural Networks (2018)

Binh-Son Hua Minh-Khoi Tran Sai-Kit Yeung

convolutional neural network deep learning point cloud cognitive neuroscience of visual object recognition convolution +5 more

2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition 182 citations Published 2018-06-01
PointNetVLAD: Deep Point Cloud Based Retrieval for Large-Scale Place Recognition (2018)

Mikaela Angelina Uy Gim Hee Lee

point cloud feature extraction discriminative model inference data mining +5 more

2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition 75 citations Published 2018-06-01
Neural Style Transfer via Meta Networks (2018)

Falong Shen Shuicheng Yan Gang Zeng

stochastic gradient descent artificial neural network feature extraction artificial intelligence inference +5 more

2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition 35 citations Published 2018-06-01
NCRF++: An Open-source Neural Sequence Labeling Toolkit (2018)

Jie Yang Yue Zhang

sequence labeling deep learning cuda python inference +6 more

Proceedings of ACL 2018, System Demonstrations 143 citations Published 2018-06-01
Motion Segmentation by Exploiting Complementary Geometric Models (2018)

Xun Xu Loong Fah Cheong Zhuwen Li

fundamental matrix spectral clustering segmentation homography benchmark +6 more

2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition 12 citations Published 2018-06-01
MoNet: Deep Motion Exploitation for Video Object Segmentation (2018)

Huaxin Xiao Jiashi Feng Guosheng Lin Yu Liu Maojun Zhang

optical flow motion blur segmentation distance transform feature learning +6 more

2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition 55 citations Published 2018-06-01
Modeling Inter-Aspect Dependencies for Aspect-Based Sentiment Analysis (2018)

Devamanyu Hazarika Soujanya Poria Prateek Vij Gangeshwar Krishnamurthy Erik Cambria Roger Zimmermann

sentiment analysis sentence semeval natural language processing exploit +3 more

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 2 (Short Papers) 22 citations Published 2018-06-01

Previous Next

Non-Local Recurrent Network for Image Restoration (2018)

Zigzag Learning for Weakly Supervised Object Detection (2018)

Zero-Shot Visual Recognition Using Semantics-Preserving Adversarial Embedding Networks (2018)

Weakly Supervised Phrase Localization with Multi-scale Anchored Transformer Network (2018)

Unsupervised Learning and Segmentation of Complex Activities from Video (2018)

Uncalibrated Photometric Stereo Under Natural Illumination (2018)

Towards Pose Invariant Face Recognition in the Wild (2018)

Stochastic Downsampling for Cost-Adjustable Inference and Improved Regularization in Convolutional Networks (2018)

SSNet: Scale Selection Network for Online 3D Action Prediction (2018)

Spatiotemporal GMM for Background Subtraction with Superpixel Hierarchy (2018)

Scene Segmentation with DAG-Recurrent Neural Networks (2018)

Robust Video Content Alignment and Compensation for Rain Removal in a CNN Framework (2018)

Recognizing Human Actions as the Evolution of Pose Estimation Maps (2018)

Pointwise Convolutional Neural Networks (2018)

PointNetVLAD: Deep Point Cloud Based Retrieval for Large-Scale Place Recognition (2018)

Neural Style Transfer via Meta Networks (2018)

NCRF++: An Open-source Neural Sequence Labeling Toolkit (2018)

Motion Segmentation by Exploiting Complementary Geometric Models (2018)

MoNet: Deep Motion Exploitation for Video Object Segmentation (2018)

Modeling Inter-Aspect Dependencies for Aspect-Based Sentiment Analysis (2018)