3 papers
cs.CV2019
Cap2Det: Learning to Amplify Weak Caption Supervision for Object Detection
Keren Ye, Mingda Zhang, Adriana Kovashka +3
Learning to localize and name object instances is a fundamental problem in vision, but state-of-the-art approaches rely on expensive bounding box supervision. While weakly supervis…
cs.CV2018
Learning to discover and localize visual objects with open vocabulary
Keren Ye, Mingda Zhang, Wei Li +3
To alleviate the cost of obtaining accurate bounding boxes for training today's state-of-the-art object detection models, recent weakly supervised detection work has proposed techn…
cs.CV2017
Automatic Understanding of Image and Video Advertisements
Zaeem Hussain, Mingda Zhang, Xiaozhong Zhang +5
There is more to images than their objective physical content: for example, advertisements are created to persuade a viewer to take a certain action. We propose the novel problem o…