ServiceNow AI Research

Semantic Segmentation

Adaptive Masked Weight Imprinting for Few-Shot Segmentation
Adaptive Masked Weight Imprinting for Few-Shot Segmentation
Deep learning has mainly thrived by training on large-scale datasets. However, for continual learning in applications such as robotics, …
Mennatullah Siam, Boris N. Oreshkin
Workshop at the International Conference on Learning Representations (ICLR),  2019.
Article Citation Code
Class-Based Styling: Real-time Localized Style Transfer with Semantic Segmentation
Class-Based Styling: Real-time Localized Style Transfer with Semantic Segmentation
We propose a Class-Based Styling method (CBS) that can map different styles for different object classes in real-time. CBS achieves …
Lironne Kurzman, David Vazquez, Issam H. Laradji
Workshop at the International Conference on Learning Representations (ICLR),  2018.
Article Citation Code