2021
Embodied Visual Active Learning for Semantic Segmentation
AAAI 2021technical
We study the task of embodied visual active learning, where an agent is set to explore a 3d environment with the goal to acquire visual scene understanding by actively selecting views for which to request annotation. While accurate on some benchmarks, today's deep visual recognition pipelines tend t…