1 citations · 2 across the 4 of their papers we have counts for
4 papers
GOMAA-Geo: GOal Modality Agnostic Active Geo-localization
Anindya Sarkar, Srikumar Sastry, Aleksis Pirinen +3
We consider the task of active geo-localization (AGL) in which an agent uses a sequence of visual cues observed during aerial navigation to find a target specified through multiple…
Impacts of Color and Texture Distortions on Earth Observation Data in Deep Learning
Martin Willbo, Aleksis Pirinen, John Martinsson +3
Land cover classification and change detection are two important applications of remote sensing and Earth observation (EO) that have benefited greatly from the advances of deep lea…
Fully Convolutional Networks for Dense Water Flow Intensity Prediction in Swedish Catchment Areas
Aleksis Pirinen, Olof Mogren, Mårten Västerdal
Intensifying climate change will lead to more extreme weather events, including heavy rainfall and drought. Accurate stream flow prediction models which are adaptable and robust to…
Embodied Learning for Lifelong Visual Perception
David Nilsson, Aleksis Pirinen, Erik Gärtner +1
We study lifelong visual perception in an embodied setup, where we develop new models and compare various agents that navigate in buildings and occasionally request annotations whi…