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Found 5 papers, 0 papers with code
Essential Metadata for 3D BRAIN Microscopy
Recent advances in fluorescence microscopy techniques and tissue clearing, labeling, and staining provide unprecedented opportunities to investigate brain structure and function.
Fool Me Once: Robust Selective Segmentation via Out-of-Distribution Detection with Contrastive Learning
In this work, we train a network to simultaneously perform segmentation and pixel-wise Out-of-Distribution (OoD) detection, such that the segmentation of unknown regions of scenes can be rejected.
Keep off the Grass: Permissible Driving Routes from Radar with Weak Audio Supervision
Reliable outdoor deployment of mobile robots requires the robust identification of permissible driving routes in a given environment.
Coupling Rendering and Generative Adversarial Networks for Artificial SAS Image Generation
Acquisition of Synthetic Aperture Sonar (SAS) datasets is bottlenecked by the costly deployment of SAS imaging systems, and even when data acquisition is possible, the data is often skewed towards containing barren seafloor rather than objects of interest.
Additional Representations for Improving Synthetic Aperture Sonar Classification Using Convolutional Neural Networks
For human consumption, the SLC is converted to a magnitude-phase representation and the phase information is discarded.
