4 papers
Few-Shot Demonstration-Driven Task Coordination and Trajectory Execution for Multi-Robot Systems
Taehyeon Kim, Vishnunandan L. N. Venkatesh, Byung-Cheol Min
Learning coordinated behaviors for multi-robot systems from only a few demonstrations is difficult because temporal task dependencies and spatial trajectory generation are tightly…
ZeroCAP: Zero-Shot Multi-Robot Context Aware Pattern Formation via Large Language Models
Vishnunandan L. N. Venkatesh, Byung-Cheol Min
Incorporating language comprehension into robotic operations unlocks significant advancements in robotics, but also presents distinct challenges, particularly in executing spatiall…
ZeroSCD: Zero-Shot Street Scene Change Detection
Shyam Sundar Kannan, Byung-Cheol Min
Scene Change Detection is a challenging task in computer vision and robotics that aims to identify differences between two images of the same scene captured at different times. Tra…
PlaceFormer: Transformer-based Visual Place Recognition using Multi-Scale Patch Selection and Fusion
Shyam Sundar Kannan, Byung-Cheol Min
Visual place recognition is a challenging task in the field of computer vision, and autonomous robotics and vehicles, which aims to identify a location or a place from visual input…