2 papers
cs.LG2019
A Robust Learning Approach to Domain Adaptive Object Detection
Mehran Khodabandeh, Arash Vahdat, Mani Ranjbar +1
Domain shift is unavoidable in real-world applications of object detection. For example, in self-driving cars, the target domain consists of unconstrained road environments which c…
cs.CV2018
Semi-Supervised Semantic Image Segmentation with Self-correcting Networks
Mostafa S. Ibrahim, Arash Vahdat, Mani Ranjbar +1
Building a large image dataset with high-quality object masks for semantic segmentation is costly and time consuming. In this paper, we introduce a principled semi-supervised frame…