18 citations · 99 across the 19 of their papers we have counts for
3 papers · 1 filter
Active Learning for Structured Prediction from Partially Labeled Data
Mehran Khodabandeh, Zhiwei Deng, Mostafa S. Ibrahim +2
We propose a general purpose active learning algorithm for structured prediction, gathering labeled data for training a model that outputs a set of related labels for an image or v…
Generic Tubelet Proposals for Action Localization
Jiawei He, Mostafa S. Ibrahim, Zhiwei Deng +1
We develop a novel framework for action localization in videos. We propose the Tube Proposal Network (TPN), which can generate generic, class-independent, video-level tubelet propo…
LabelBank: Revisiting Global Perspectives for Semantic Segmentation
Hexiang Hu, Zhiwei Deng, Guang-Tong Zhou +2
Semantic segmentation requires a detailed labeling of image pixels by object category. Information derived from local image patches is necessary to describe the detailed shape of i…