Francesca Naretto

Associato con Incarico di Collaborazione

Knowledge Discovery and Data Mining (KDD)

Stanza: C-27

Istituto di Scienza e Tecnologie dell'Informazione "Alessandro Faedo"
Area della Ricerca CNR di Pisa
Via G. Moruzzi 1
56124 PISA - Italy

Ufficio: +39 050 6213004

Fax: +39 050 315 2040

Lista completa pubblicazioni: Clicca qui

In Evidenza

Seminari

Giovani in un'ora - Ciclo di seminari - Quinta parte

27-11-2024

Giulio Del Corso - "Generating a physically accurate cardiac MRI: a story of (interesting) failures and (justifiable) numerical shortcuts"Abstract: "The generation of physically accurate cardiac-MRI video sequences is a challenging topic that requires a combination of modern g...

Room: C-29

Seminari

Giovani in un'ora - Ciclo di seminari - Quarta parte

20-11-2024

Luca Ciampi - "Mind the Prompt: A Novel Benchmark for Prompt-based Class-Agnostic Counting"Abstract: "Object counting estimates the number of objects in images or video frames. Studies reveal that the human brain employs two distinct methods for counting objects owing to the s...

Room: C-29

Seminari

Giovani in un'ora - Ciclo di seminari - Terza parte

16-10-2024

Gabriele Lagani - "Hebbian learning algorithms for deep neural networks: explorations and outlooks"Abstract: Deep learning systems have achieved outstanding results in various AI tasks. However, such system suffer from a number of limitations, for example in terms of energy an...

Room: C-29

Seminari

Giovani in un'ora - Ciclo di seminari - Seconda parte

09-10-2024

Saira Bano - "From Complexity to Clarity: Enhancing Cross-Modal Knowledge Distillation via Multimodal Teacher Ensembles"Abstract: Traditional knowledge distillation (KD) typically uses a large, complex teacher model, often trained to a single modality, to transfer knowledge to...

Room: C-29

Seminari

Patient Interaction – for well-being, productivity and sustainability

08-10-2024

We live in aworld of instant results and fleeting gratification. In HCI no less: the designprinciples for direct manipulation require immediate feedback and, in the caseof graphical actions, sub-second responses. In addition, computers expect us togive them our undivided atten...

Room: Aula Faedo C-29

Seminari

Giovani in un'ora - Ciclo di seminari - Prima parte

02-10-2024

Ali Reza Omrani - "Machine Learning to Measure Vocal Stereotypy: An Extension"Abstract: Repeated measurement of behavior is a process central to behavior analysis, but its implementation occasionally requires hiring observers dedicated exclusively to data collection, which may...

Room: C-29

Seminari

A general framework for distributed approximate similarity search with arbitrary distances

26-09-2024

While many similarity search algorithms are specifically adapted to metric distances,they are unsuitable for alternatives like the cosine distance, which has gained popularity, particularly with embeddings and text mining. To address thisissue, we propose GDASC (General Distri...

Room: C-29

Seminari

Model-Driven Engineering Meets Model-Based Testing

17-09-2024

In this talk, I will focus on a connection between stable-failures refinement and the ioco conformance relation. Both behavioural relations underlie methodologies that have gained traction in industry: stable-failures refinement is used in several commercial Model-Driven Engin...

Room: Faedo (C-29)

Seminari

Explainability in deep learning models applied to spatio-temporal problems

13-09-2024

Artificial Intelligence (AI) is transforming society, affecting everything from industry to decision making, and concerns about its transparency have increased. Explainable Artificial Intelligence (XAI) is crucial to address this problem, allowing to obtain a better understand...

Room: C-29

Seminari

Making 5G Networks Reliable for Next-generation Applications using AI

27-05-2024

The emergence of 5G technology marks a significant milestone in developing telecommunication networks, enabling exciting new applications such as augmented reality and self-driving vehicles. However, these improvements bring an increased management complexity and a special con...

Room: C-29