ServiceNow 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, …
Workshop at the International Conference on Learning Representations (ICLR),  2019.
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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 …
Workshop at the International Conference on Learning Representations (ICLR),  2018.
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