Search Results for author: Federico Tavella

Found 6 papers, 0 papers with code

From Concrete to Abstract: A Multimodal Generative Approach to Abstract Concept Learning

no code implementations3 Oct 2024 Haodong Xie, Rahul Singh Maharjan, Federico Tavella, Angelo Cangelosi

We evaluate the model language learning ability through language-to-visual and visual-to-language tests with high order abstract concepts.

Bridging the Communication Gap: Artificial Agents Learning Sign Language through Imitation

no code implementations14 Jun 2024 Federico Tavella, Aphrodite Galata, Angelo Cangelosi

In particular, we focus on imitation learning for artificial agents, exemplified by teaching a simulated humanoid American Sign Language.

Imitation Learning

WLASL-LEX: a Dataset for Recognising Phonological Properties in American Sign Language

no code implementations ACL 2022 Federico Tavella, Viktor Schlegel, Marta Romeo, Aphrodite Galata, Angelo Cangelosi

Signed Language Processing (SLP) concerns the automated processing of signed languages, the main means of communication of Deaf and hearing impaired individuals.

Translation

Phonology Recognition in American Sign Language

no code implementations1 Oct 2021 Federico Tavella, Aphrodite Galata, Angelo Cangelosi

Inspired by recent developments in natural language processing, we propose a novel approach to sign language processing based on phonological properties validated by American Sign Language users.

A Machine Learning-based Approach to Detect Threats in Bio-Cyber DNA Storage Systems

no code implementations28 Sep 2020 Federico Tavella, Alberto Giaretta, Mauro Conti, Sasitharan Balasubramaniam

The similarities between these biological media and classical ones can also be a drawback, as malicious parties might replicate traditional attacks on the former archival system, using biological instruments and techniques.

BIG-bench Machine Learning

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