Object Permanence Emerges in a Random Walk along Memory

Pavel Tokmakov, Allan Jabri, Jie Li, Adrien Gaidon

Abstract: This paper proposes a self-supervised objective for learning representations that localize objects under occlusion - a property known as object permanence. A central question is the choice of learn...