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20242026
most citedComparison of fine-tuning strategies for transfer learning in medical image classification

98 citations · 223 across the 17 of their papers we have counts for

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Showing 2024 · cs.ROShow all

5 papers · 2 filters

cs.RO2024★ 13 cited

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…

cs.RO2024★ 2 cited

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…

cs.RO2024★ 2 cited

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…

cs.RO2024★ 90 cited

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…

cs.RO2024★ 1 cited

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…