← Search

Jumana Abu-Khalaf

3 accepted papers

2024

Indoor Scene Change Understanding (SCU): Segment, Describe, and Revert Any Change

IROS 2024poster

Understanding of scene changes is crucial for embodied AI applications, such as visual room rearrangement, where the agent must revert changes by restoring the objects to their original locations or states. Visual changes between two scenes, pre- and post-rearrangement, encompass two tasks: scene ch…

Cited by 2SourceScholar
2024

Spatially-Aware Speaker for Vision-and-Language Navigation Instruction Generation

ACL 2024long

Embodied AI aims to develop robots that can understand and execute human language instructions, as well as communicate in natural languages. On this front, we study the task of generating highly detailed navigational instructions for the embodied robots to follow. Although recent studies have demons…

2024

StratXplore: Strategic Novelty-seeking and Instruction-aligned Exploration for Vision and Language Navigation

IROS 2024poster

Embodied navigation requires robots to understand and interact with the environment based on given tasks. Vision-Language Navigation (VLN) is an embodied navigation task, where a robot navigates within a previously seen and unseen environment, based on linguistic instruction and visual inputs. VLN a…

Cited by 0SourceScholar