70 citations · 154 across the 14 of their papers we have counts for
Showing 2022Show all
3 papers · 1 filter
cs.CV2022★ 5 cited
GOOD: Exploring Geometric Cues for Detecting Objects in an Open World
Haiwen Huang, Andreas Geiger, Dan Zhang
We address the task of open-world class-agnostic object detection, i.e., detecting every object in an image by learning from a limited number of base object classes. State-of-the-a…
cs.CV2022★ 3 cited
Intra-Source Style Augmentation for Improved Domain Generalization
Yumeng Li, Dan Zhang, Margret Keuper +1
The generalization with respect to domain shifts, as they frequently appear in applications such as autonomous driving, is one of the remaining big challenges for deep learning mod…
cs.CV2022★ 1 cited
One-Shot Synthesis of Images and Segmentation Masks
Vadim Sushko, Dan Zhang, Juergen Gall +1
Joint synthesis of images and segmentation masks with generative adversarial networks (GANs) is promising to reduce the effort needed for collecting image data with pixel-wise anno…