158 citations · 270 across the 6 of their papers we have counts for
Showing 2019 · cs.CVShow all
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cs.CV2019
Training Object Detectors from Few Weakly-Labeled and Many Unlabeled Images
Zhaohui Yang, Miaojing Shi, Chao Xu +2
Weakly-supervised object detection attempts to limit the amount of supervision by dispensing the need for bounding boxes, but still assumes image-level labels on the entire trainin…
cs.CV2019
Decomposition-Based Transfer Distance Metric Learning for Image Classification
Yong Luo, Tongliang Liu, Dacheng Tao +1
Distance metric learning (DML) is a critical factor for image analysis and pattern recognition. To learn a robust distance metric for a target task, we need abundant side informati…
cs.CV2019
Cost-Sensitive Feature Selection by Optimizing F-Measures
Meng Liu, Chang Xu, Yong Luo +3
Feature selection is beneficial for improving the performance of general machine learning tasks by extracting an informative subset from the high-dimensional features. Conventional…