AI@INFN - Artificial Intelligence at INFN

Material Package

Added Since

Include only attachments uploaded after this date

Include*

Everything

Specific sessions

Specific contributions

Specific days

Sessions*

Session I

Session II

Session III

AI methods and applications in INFN initiatives

AI methods and applications in INFN initiatives

AI methods and applications in INFN initiatives

Include materials from selected sessions

Contributions*

AI for autonomous particle accelerator operations (in session "AI methods and applications in INFN initiatives")

AI in Italy: Status and Perspectives (in session "Session I")

AI-assisted R&D of advanced experimental systems (in session "AI methods and applications in INFN initiatives")

AI-oriented initiatives in INFN4LS (in session "Session III")

APEIRON: a heterogeneous computing platform for real-time inference (in session "AI methods and applications in INFN initiatives")

Applications of ML methods to dark matter search (in session "AI methods and applications in INFN initiatives")

Cognitive and energetic benefits of awake/sleep cycles during incremental learning in spiking neural networks (in session "AI methods and applications in INFN initiatives")

Deep Learning in Medical Image Analysis (in session "AI methods and applications in INFN initiatives")

Discussion (in session "AI methods and applications in INFN initiatives")

Ethical Challenges in AI (in session "Session I")

Explainable and Interpretable AI in multidisciplinary applications (in session "AI methods and applications in INFN initiatives")

Fast inference of deep neural networks in FPGAs (in session "Session III")

Final discussion and closing remarks

Generalization in Quantum Machine Learning: A Quantum Information Standpoint (in session "Session III")

Gravitational wave science with Machine Learning (in session "AI methods and applications in INFN initiatives")

INFN Perspectives on AI and Computing

Learning Likelihoods (in session "AI methods and applications in INFN initiatives")

ML in HEP experiments (in session "AI methods and applications in INFN initiatives")

Modeling Nuclear Physics Datasets with novel artificial intelligence approaches (in session "AI methods and applications in INFN initiatives")

Quantum Machine Learning in High Energy Physics (in session "Session I")

State of the art and challenges in AI (in session "Session I")

Tensor network machine learning (in session "Session III")

The INFN computing infrastructure and Machine Learning (in session "Session II")

The ML_INFN initiative (in session "Session II")

Trustworthy AI in medical applications (in session "AI methods and applications in INFN initiatives")

Using X-ray technologies and deep neural networks for digital restoration of paintings: the CHNet AIRES-CH project (in session "AI methods and applications in INFN initiatives")

Welcome

Include materials from selected contributions

Events scheduled on*

02/05/2022

03/05/2022

Include materials from sessions/contributions scheduled on the selected dates