3 papers
cs.CV2020
Consistency Regularization with High-dimensional Non-adversarial Source-guided Perturbation for Unsupervised Domain Adaptation in Segmentation
Kaihong Wang, Chenhongyi Yang, Margrit Betke
Unsupervised domain adaptation for semantic segmentation has been intensively studied due to the low cost of the pixel-level annotation for synthetic data. The most common approach…
cs.CV2019
Learning to Separate: Detecting Heavily-Occluded Objects in Urban Scenes
Chenhongyi Yang, Vitaly Ablavsky, Kaihong Wang +2
While visual object detection with deep learning has received much attention in the past decade, cases when heavy intra-class occlusions occur have not been studied thoroughly. In…
cs.CV2019
Scraping Social Media Photos Posted in Kenya and Elsewhere to Detect and Analyze Food Types
Kaihong Wang, Mona Jalal, Sankara Jefferson +3
Monitoring population-level changes in diet could be useful for education and for implementing interventions to improve health. Research has shown that data from social media sourc…