most citedColab NAS: Obtaining lightweight task-specific convolutional neural networks following Occam's razor

14 citations · 14 across the 2 of their papers we have counts for

collaborators

8 papers

cs.CV202614 cited

Colab NAS: Obtaining lightweight task-specific convolutional neural networks following Occam's razor

Andrea Mattia Garavagno, Daniele Leonardis, Antonio Frisoli

The current trend of applying transfer learning from convolutional neural networks (CNNs) trained on large datasets can be an overkill when the target application is a custom and d…

cs.RO2026

An Ergonomic, Customizable Soft Robotic Glove toward Personalized Hand Rehabilitation

Rui Chen, Firman Isma Serdana, Domenico Chiaradia +11

Hand impairment following neurological disorders substantially limits independence in activities of daily living, motivating the development of effective assistive and rehabilitati…

cs.RO2026

A soft and lightweight fabric-based pneumatic interface for multimodal fingertip tactile feedback

Rui Chen, Daniele Leonardis, Antonio Frisoli

Wearable fingertip haptic devices are critical for realistic interaction in virtual reality, augmented reality, and teleoperation, yet existing approaches struggle to simultaneousl…

cs.RO2026

A wearable haptic device for edge and surface simulation

Rui Chen, Xianlong Mai, Alireza Sanaei +3

Object manipulation is fundamental to virtual reality (VR) applications, yet conventional fingertip haptic devices fail to render certain tactile features relevant for immersive an…

cs.RO2026

Geometry-based pneumatic actuators for soft robotics

Rui Chen, Daniele Leonardis, Domenico Chiaradia +1

Soft pneumatic actuators enable safe human-machine interaction with lightweight and powerful applied parts. On the other side, they suffer design limitations as regards complex act…

cs.RO2026

Design and Characterization of a Dual-DOF Soft Shoulder Exosuit with Volume-Optimized Pneumatic Actuator

Rui Chen, Domenico Chiaradia, Daniele Leonardis +1

Portable pneumatic systems for 2 degree-of-freedom (DOF) soft shoulder exosuits remain underexplored, and face fundamental trade-offs between torque output and dynamic response tha…