Spatial-Semantic Attention Network With Adaptive Similarity Perception and Memory for Efficient Zero-Shot Object-Goal Visual Navigation.
This article investigates efficient zero-shot object-goal visual navigation, where an agent localizes unseen targets in novel environments using only visual observations and target representations. Existing methods suffer from an inability to establish a unified visual representation, leading to complex and inefficient...