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

17 papers

cs.HC2026★ 2 cited

Elbow Angle Guidance System Based on Surface Haptic Sensations Elicited by Lightweight Wearable Fabric Actuator

Kenta Yokoe, Tadayoshi Aoyama, Yuki Funabora +2

The demand for wearable haptic devices has rapidly increased for various applications. However, many haptic devices interfere with the wearer's activities and movements. In additio…

cs.HC2026★ 1 cited

Intuitive Directional Sense Presentation to the Torso Using McKibben-Based Surface Haptic Sensation in Immersive Space

Kenta Yokoe, Tadayoshi Aoyama, Yuki Funabora +2

In recent years, systems that utilize immersive space have been developed in various fields. Immersive spaces often contain considerable amounts of visual information; therefore, u…

cs.CV2026★ 4 cited

Bio-inspired fine-tuning for selective transfer learning in image classification

Ana Davila, Jacinto Colan, Yasuhisa Hasegawa

Deep learning has significantly advanced image analysis across diverse domains but often depends on large, annotated datasets for success. Transfer learning addresses this challeng…

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.CV2025★ 4 cited

Adaptive transfer learning for surgical tool presence detection in laparoscopic videos through gradual freezing fine-tuning

Ana Davila, Jacinto Colan, Yasuhisa Hasegawa

Minimally invasive surgery can benefit significantly from automated surgical tool detection, enabling advanced analysis and assistance. However, the limited availability of annotat…

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…