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Letizia Gionfrida

4 accepted papers

2026

Point Cloud-Based Grasping for Soft Hand Exoskeleton

ICRA 2026poster

Grasping is a fundamental skill for interacting with and manipulating objects in the environment. However, this ability can be challenging for individuals with hand impairments. Soft hand exoskeletons designed to assist grasping can enhance or restore essential hand functions, yet controlling these …

2026

Softplus Attention with Re-weighting Boosts Length Extrapolation in Large Language Models

ICML 2026poster

Large language models have achieved remarkable success in recent years, primarily due to self-attention. However, traditional Softmax attention suffers from numerical instability and reduced performance as the number of inference tokens increases. This work addresses these issues by proposing a new …

Cited by 0SourceScholar
2025

MyoChallenge 2024: A New Benchmark for Physiological Dexterity and Agility in Bionic Humans

NeurIPS 2025poster

Recent advancements in bionic prosthetic technology offer transformative opportunities to restore mobility and functionality for individuals with missing limbs. Users of bionic limbs, or bionic humans, learn to seamlessly integrate prosthetic extensions into their motor repertoire, regaining critica…

Cited by 0SourceScholar