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Xiangfei Kong

3 accepted papers

2018

Dual Attention Matching Network for Context-Aware Feature Sequence Based Person Re-Identification

CVPR 2018poster

Typical person re-identification (ReID) methods usually describe each pedestrian with a single feature vector and match them in a task-specific metric space. However, the methods based on a single feature vector are not sufficient enough to overcome visual ambiguity, which frequently occurs in real…

Cited by 502SourcePDFScholar
2018

Motion-Guided Cascaded Refinement Network for Video Object Segmentation

CVPR 2018poster

Deep CNNs have achieved superior performance in many tasks of computer vision and image understanding. However, it is still difficult to effectively apply deep CNNs to video object segmentation(VOS) since treating video frames as separate and static will lose the information hidden in motion. To tac…

Cited by 131SourcePDFScholar
2018

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

CVPR 2018poster

It is desirable to train convolutional networks (CNNs) to run more efficiently during inference. In many cases however, the computational budget that the system has for inference cannot be known beforehand during training, or the inference budget is dependent on the changing real-time resource avail…

Cited by 19SourcePDFScholar