Publications - Machine Learning SG

T2Net: Synthetic-to-Realistic Translation for Solving Single-Image Depth Estimation Tasks (2018)

Chuanxia Zheng Tat Jen Cham Jianfei Cai

real image image translation synthetic data heuristic computer vision +5 more

Proceedings of the European Conference on Computer Vision (ECCV) 59 citations Published 2018-09-08
Shuffle-Then-Assemble: Learning Object-Agnostic Visual Relationship Features (2018)

Xu Yang Hanwang Zhang Jianfei Cai

feature learning learning object pairwise comparison pattern recognition residual +3 more

Proceedings of the European Conference on Computer Vision (ECCV) 54 citations Published 2018-09-08
Product Quantization Network for Fast Image Retrieval (2018)

Tan Yu Junsong Yuan Chen Fang Hailin Jin

image retrieval convolutional neural network discriminative model pattern recognition coding +5 more

Proceedings of the European Conference on Computer Vision (ECCV) 18 citations Published 2018-09-08
Point-to-Point Regression PointNet for 3D Hand Pose Estimation (2018)

Liuhao Ge Zhou Ren Junsong Yuan

point cloud pose convolutional neural network spatial analysis unit vector +6 more

Proceedings of the European Conference on Computer Vision (ECCV) 64 citations Published 2018-09-08
Mutual Learning to Adapt for Joint Human Parsing and Pose Estimation (2018)

Xuecheng Nie Jiashi Feng Shuicheng Yan

pose convolutional neural network parsing machine learning computer science +5 more

Proceedings of the European Conference on Computer Vision (ECCV) 59 citations Published 2018-09-08
Multi-Fiber Networks for Video Recognition (2018)

Yunpeng Chen Yannis Kalantidis Jianshu Li Shuicheng Yan Jiashi Feng

deep learning artificial neural network multiplexer convolution information flow +6 more

Proceedings of the European Conference on Computer Vision (ECCV) 96 citations Published 2018-09-08
ML-LocNet: Improving Object Localization with Multi-view Learning Network (2018)

Xiaopeng Zhang Yang Yang Jiashi Feng

machine learning computer science artificial intelligence learning network multiple view

Proceedings of the European Conference on Computer Vision (ECCV) 12 citations Published 2018-09-08
Focus, Segment and Erase: An Efficient Network for Multi-Label Brain Tumor Segmentation (2018)

Xuan Chen Jun Hao Liew Wei Xiong Chee-Kong Chui Sim-Heng Ong

segmentation convolutional neural network pooling pattern recognition interference +6 more

Proceedings of the European Conference on Computer Vision (ECCV) 17 citations Published 2018-09-08
Fast Light Field Reconstruction with Deep Coarse-to-Fine Modeling of Spatial-Angular Clues (2018)

Henry Wing Fung Yeung Junhui Hou Jie Chen Yuk Ying Chung Xiaoming Chen

convolutional neural network deep learning view synthesis light field residual +6 more

Proceedings of the European Conference on Computer Vision (ECCV) 36 citations Published 2018-09-08
ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks (2018)

Xintao Wang Ke Yu Shixiang Wu Jinjin Gu Yihao Liu Chao Dong Yu Qiao Chen Change Loy

hallucinated network architecture normalization discriminator pattern recognition +6 more

Proceedings of the European Conference on Computer Vision (ECCV) Workshops 702 citations Published 2018-09-08
Dynamic Conditional Networks for Few-Shot Learning (2018)

Fang Zhao Jian Zhao Jian Zhao Shuicheng Yan Jiashi Feng

deep learning filter bank kernel contextual image classification phrase +6 more

Proceedings of the European Conference on Computer Vision (ECCV) 16 citations Published 2018-09-08
Deformable Pose Traversal Convolution for 3D Action and Gesture Recognition (2018)

Junwu Weng Mengyuan Liu Xudong Jiang Junsong Yuan

kernel gesture recognition convolution tree traversal robustness +4 more

Proceedings of the European Conference on Computer Vision (ECCV) 24 citations Published 2018-09-08
Deep Adaptive Attention for Joint Facial Action Unit Detection and Face Alignment (2018)

Zhiwen Shao Zhilei Liu Jianfei Cai Lizhuang Ma Lizhuang Ma

deep learning pattern recognition preprocessor computer science artificial intelligence

Proceedings of the European Conference on Computer Vision (ECCV) 41 citations Published 2018-09-08
Consensus-Driven Propagation in Massive Unlabeled Data for Face Recognition (2018)

Xiaohang Zhan Ziwei Liu Junjie Yan Dahua Lin Chen Change Loy

facial recognition system pattern recognition outlier computer science artificial intelligence +3 more

Proceedings of the European Conference on Computer Vision (ECCV) 22 citations Published 2018-09-08
Bi-box Regression for Pedestrian Detection and Occlusion Estimation (2018)

Chunluan Zhou Chunluan Zhou Junsong Yuan

pedestrian detection convolutional neural network pattern recognition bounding overwatch pedestrian +6 more

Proceedings of the European Conference on Computer Vision (ECCV) 84 citations Published 2018-09-08
Attention-aware Deep Adversarial Hashing for Cross-Modal Retrieval (2018)

Xi Zhang Hanjiang Lai Jiashi Feng

hash function feature learning machine learning computer science modalities +4 more

Proceedings of the European Conference on Computer Vision (ECCV) 30 citations Published 2018-09-08
Neural-machine-translation-based commit message generation: how far are we? (2018)

Zhongxin Liu Xin Xia Ahmed E. Hassan David Lo Zhenchang Xing Xinyu Wang

commit machine translation program comprehension software maintenance security token +6 more

Proceedings of the 33rd ACM/IEEE International Conference on Automated Software Engineering 52 citations Published 2018-09-03
DeepGauge: multi-granularity testing criteria for deep learning systems (2018)

Lei Ma Felix Juefei-Xu Fuyuan Zhang Jiyuan Sun Minhui Xue Bo Li Chunyang Chen Ting Su Li Li Yang Liu Jianjun Zhao Yadong Wang

software system test data interpretability programming paradigm testbed +6 more

Proceedings of the 33rd ACM/IEEE International Conference on Automated Software Engineering 230 citations Published 2018-09-03
Automated directed fairness testing (2018)

Sakshi Udeshi Pryanshu Arora Sudipta Chattopadhyay

robustness probabilistic logic machine learning classifier scalability +4 more

Proceedings of the 33rd ACM/IEEE International Conference on Automated Software Engineering 29 citations Published 2018-09-03
Feature with Complementarity of Statistics and Principal Information for Spoofing Detection (2018)

Jichen Yang Changhuai You Qianhua He

spoofing attack complementarity computer science pattern recognition artificial intelligence

Interspeech 2018 12 citations Published 2018-09-02

Previous Next

T2Net: Synthetic-to-Realistic Translation for Solving Single-Image Depth Estimation Tasks (2018)

Shuffle-Then-Assemble: Learning Object-Agnostic Visual Relationship Features (2018)

Product Quantization Network for Fast Image Retrieval (2018)

Point-to-Point Regression PointNet for 3D Hand Pose Estimation (2018)

Mutual Learning to Adapt for Joint Human Parsing and Pose Estimation (2018)

Multi-Fiber Networks for Video Recognition (2018)

ML-LocNet: Improving Object Localization with Multi-view Learning Network (2018)

Focus, Segment and Erase: An Efficient Network for Multi-Label Brain Tumor Segmentation (2018)

Fast Light Field Reconstruction with Deep Coarse-to-Fine Modeling of Spatial-Angular Clues (2018)

ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks (2018)

Dynamic Conditional Networks for Few-Shot Learning (2018)

Deformable Pose Traversal Convolution for 3D Action and Gesture Recognition (2018)

Deep Adaptive Attention for Joint Facial Action Unit Detection and Face Alignment (2018)

Consensus-Driven Propagation in Massive Unlabeled Data for Face Recognition (2018)

Bi-box Regression for Pedestrian Detection and Occlusion Estimation (2018)

Attention-aware Deep Adversarial Hashing for Cross-Modal Retrieval (2018)

Neural-machine-translation-based commit message generation: how far are we? (2018)

DeepGauge: multi-granularity testing criteria for deep learning systems (2018)

Automated directed fairness testing (2018)

Feature with Complementarity of Statistics and Principal Information for Spoofing Detection (2018)