Publications - Machine Learning SG

Prime Sample Attention in Object Detection (2020)

Yuhang Cao Kai Chen Chen Change Loy Dahua Lin

object detection prime sampling classifier detector +6 more

2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 12 citations Published 2020-06-14
PPDM: Parallel Point Detection and Matching for Real-Time Human-Object Interaction Detection (2020)

Yue Liao Si Liu Fei Wang Yanjie Chen Chen Qian Jiashi Feng

object detection point set registration feature extraction midpoint interaction point +6 more

2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 23 citations Published 2020-06-14
More Grounded Image Captioning by Distilling Image-Text Matching Model (2020)

Yuanen Zhou Meng Wang Daqing Liu Zhenzhen Hu Hanwang Zhang

closed captioning visualization sentence computer vision task analysis +6 more

2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 6 citations Published 2020-06-14
Learning Filter Pruning Criteria for Deep Convolutional Neural Networks Acceleration (2020)

Yang He Yuhang Ding Ping Liu Linchao Zhu Hanwang Zhang Yi Yang

convolutional neural network artificial neural network feature extraction contextual image classification pruning +6 more

2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 10 citations Published 2020-06-14
Label Distribution Learning on Auxiliary Label Space Graphs for Facial Expression Recognition (2020)

Shikai Chen Jianfeng Wang Yuedong Chen Zhongchao Shi Xin Geng Yong Rui

facial recognition system auxiliary label pattern recognition landmark data modeling +6 more

2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 1 citations Published 2020-06-14
Iterative Context-Aware Graph Inference for Visual Dialog (2020)

Dan Guo Hui Wang Hanwang Zhang Zheng-Jun Zha Meng Wang

graph embedding graphical model inference semantic feature message passing +6 more

2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 4 citations Published 2020-06-14
Interactive Object Segmentation With Inside-Outside Guidance (2020)

Shiyin Zhang Jun Hao Liew Yunchao Wei Shikui Wei Yao Zhao

minimum bounding box image segmentation segmentation bounding overwatch computer vision +6 more

2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Published 2020-06-14
Inter-Region Affinity Distillation for Road Marking Segmentation (2020)

Yuenan Hou Zheng Ma Chunxiao Liu Tak-Wai Hui Chen Change Loy

image segmentation segmentation feature extraction pairwise comparison pattern recognition +5 more

2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 6 citations Published 2020-06-14
Improving Convolutional Networks With Self-Calibrated Convolutions (2020)

Jiang-Jiang Liu Qibin Hou Ming-Ming Cheng Changhu Wang Jiashi Feng

convolutional code feature learning object detection network architecture discriminative model +6 more

2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 7 citations Published 2020-06-14
Hyperbolic Visual Embedding Learning for Zero-Shot Recognition (2020)

Shaoteng Liu Jingjing Chen Liangming Pan Chong-Wah Ngo Tat-Seng Chua Yu-Gang Jiang

embedding hyperbolic space feature extraction manifold class hierarchy +6 more

2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 4 citations Published 2020-06-14
End-to-End 3D Point Cloud Instance Segmentation Without Detection (2020)

Haiyong Jiang Feilong Yan Jianfei Cai Jianmin Zheng Jun Xiao

cluster analysis segmentation assignment problem augmented reality deep learning +5 more

2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 1 citations Published 2020-06-14
Disparity-Aware Domain Adaptation in Stereo Image Restoration (2020)

Bo Yan Chenxi Ma Bahetiyaer Bare Weimin Tan Steven C. H. Hoi

image restoration image quality feature extraction pixel iterative reconstruction +6 more

2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2 citations Published 2020-06-14
Discovering Human Interactions With Novel Objects via Zero-Shot Learning (2020)

Suchen Wang Kim-Hui Yap Junsong Yuan Yap-Peng Tan

word embedding object detection feature extraction classifier visualization +6 more

2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 4 citations Published 2020-06-14
Density-Based Clustering for 3D Object Detection in Point Clouds (2020)

Syeda Mariam Ahmed Chee Meng Chew

object detection image segmentation minimum bounding box feature learning segmentation +6 more

2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2 citations Published 2020-06-14
DeeperForensics-1.0: A Large-Scale Dataset for Real-World Face Forgery Detection (2020)

Liming Jiang Ren Li Wayne Wu Chen Qian Chen Change Loy

benchmark test set data mining data collection computer science +4 more

2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 7 citations Published 2020-06-14
Deep Learning for Handling Kernel/model Uncertainty in Image Deconvolution (2020)

Yuesong Nan Hui Ji

deblurring image restoration deconvolution kernel convolution +6 more

2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 4 citations Published 2020-06-14
Cross-Domain Semantic Segmentation via Domain-Invariant Interactive Relation Transfer (2020)

Fengmao Lv Tao Liang Xiang Chen Guosheng Lin

image segmentation segmentation semantics synthetic data real image +6 more

2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2 citations Published 2020-06-14
Conditional Gaussian Distribution Learning for Open Set Recognition (2020)

Xin Sun Zhenning Yang Chi Zhang Keck-Voon Ling Guohao Peng

deep learning discriminative model feature extraction open set gaussian +6 more

2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 4 citations Published 2020-06-14
Central Similarity Quantization for Efficient Image and Video Retrieval (2020)

Li Yuan Tao Wang Xiaopeng Zhang Francis Eh Tay Zequn Jie Wei Liu Jiashi Feng

hash function hamming space hamming distance data point quantization +6 more

2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 9 citations Published 2020-06-14
Cascaded Refinement Network for Point Cloud Completion (2020)

Xiaogang Wang Marcelo H. Ang Gim Hee Lee

point cloud point distribution model source code ground truth feature extraction +6 more

2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 10 citations Published 2020-06-14

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Prime Sample Attention in Object Detection (2020)

PPDM: Parallel Point Detection and Matching for Real-Time Human-Object Interaction Detection (2020)

More Grounded Image Captioning by Distilling Image-Text Matching Model (2020)

Learning Filter Pruning Criteria for Deep Convolutional Neural Networks Acceleration (2020)

Label Distribution Learning on Auxiliary Label Space Graphs for Facial Expression Recognition (2020)

Iterative Context-Aware Graph Inference for Visual Dialog (2020)

Interactive Object Segmentation With Inside-Outside Guidance (2020)

Inter-Region Affinity Distillation for Road Marking Segmentation (2020)

Improving Convolutional Networks With Self-Calibrated Convolutions (2020)

Hyperbolic Visual Embedding Learning for Zero-Shot Recognition (2020)

End-to-End 3D Point Cloud Instance Segmentation Without Detection (2020)

Disparity-Aware Domain Adaptation in Stereo Image Restoration (2020)

Discovering Human Interactions With Novel Objects via Zero-Shot Learning (2020)

Density-Based Clustering for 3D Object Detection in Point Clouds (2020)

DeeperForensics-1.0: A Large-Scale Dataset for Real-World Face Forgery Detection (2020)

Deep Learning for Handling Kernel/model Uncertainty in Image Deconvolution (2020)

Cross-Domain Semantic Segmentation via Domain-Invariant Interactive Relation Transfer (2020)

Conditional Gaussian Distribution Learning for Open Set Recognition (2020)

Central Similarity Quantization for Efficient Image and Video Retrieval (2020)

Cascaded Refinement Network for Point Cloud Completion (2020)