activity
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

collaborators
Showing cs.ROShow all

10 papers · 1 filter

cs.RO2025★ 5 cited

Development of a Compliant Gripper for Safe Robot-Assisted Trouser Dressing-Undressing

Jayant Unde, Takumi Inden, Yuki Wakayama +4

In recent years, many countries, including Japan, have rapidly aging populations, making the preservation of seniors' quality of life a significant concern. For elderly people with…

cs.RO2025

Affordance-Based Disambiguation of Surgical Instructions for Collaborative Robot-Assisted Surgery

Ana Davila, Jacinto Colan, Yasuhisa Hasegawa

Effective human-robot collaboration in surgery is affected by the inherent ambiguity of verbal communication. This paper presents a framework for a robotic surgical assistant that…

cs.RO2025

Assessing the Value of Visual Input: A Benchmark of Multimodal Large Language Models for Robotic Path Planning

Jacinto Colan, Ana Davila, Yasuhisa Hasegawa

Large Language Models (LLMs) show potential for enhancing robotic path planning. This paper assesses visual input's utility for multimodal LLMs in such tasks via a comprehensive be…

cs.RO2025

LLM-based ambiguity detection in natural language instructions for collaborative surgical robots

Ana Davila, Jacinto Colan, Yasuhisa Hasegawa

Ambiguity in natural language instructions poses significant risks in safety-critical human-robot interaction, particularly in domains such as surgery. To address this, we propose…

cs.RO2025★ 1 cited

Human-Robot collaboration in surgery: Advances and challenges towards autonomous surgical assistants

Jacinto Colan, Ana Davila, Yutaro Yamada +1

Human-robot collaboration in surgery represents a significant area of research, driven by the increasing capability of autonomous robotic systems to assist surgeons in complex proc…

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…