98 citations · 223 across the 17 of their papers we have counts for
6 papers · 1 filter
Voice control interface for surgical robot assistants
Ana Davila, Jacinto Colan, Yasuhisa Hasegawa
Traditional control interfaces for robotic-assisted minimally invasive surgery impose a significant cognitive load on surgeons. To improve surgical efficiency, surgeon-robot collab…
Embedded Image-to-Image Translation for Efficient Sim-to-Real Transfer in Learning-based Robot-Assisted Soft Manipulation
Jacinto Colan, Keisuke Sugita, Ana Davila +2
Recent advances in robotic learning in simulation have shown impressive results in accelerating learning complex manipulation skills. However, the sim-to-real gap, caused by discre…
A hierarchical framework for collision avoidance in robot-assisted minimally invasive surgery
Jacinto Colan, Ana Davila, Khusniddin Fozilov +1
Minimally invasive surgery (MIS) procedures benefit significantly from robotic systems due to their improved precision and dexterity. However, ensuring safety in these dynamic and…
Enhancing the LLM-Based Robot Manipulation Through Human-Robot Collaboration
Haokun Liu, Yaonan Zhu, Kenji Kato +4
Large Language Models (LLMs) are gaining popularity in the field of robotics. However, LLM-based robots are limited to simple, repetitive motions due to the poor integration betwee…
Comparison of fine-tuning strategies for transfer learning in medical image classification
Ana Davila, Jacinto Colan, Yasuhisa Hasegawa
In the context of medical imaging and machine learning, one of the most pressing challenges is the effective adaptation of pre-trained models to specialized medical contexts. Despi…
Integrating and Evaluating Visuo-tactile Sensing with Haptic Feedback for Teleoperated Robot Manipulation
Noah Becker, Kyrylo Sovailo, Chunyao Zhu +6
Telerobotics enables humans to overcome spatial constraints and physically interact with the environment in remote locations. However, the sensory feedback provided by the system t…