Presenter: Gabriele Scaffidi MilitoneMonday, January 27th, 2025, 5:30 PMLocation: Sala Grande Covivio, Corso Ferrucci 112 ABSTRACT The advent of the cloud continuum marks a significant step forward in computing, enabling the seamless integration of resources spanning edge, private, and public clouds. This paradigm shift offers significant opportunities. However, effectively orchestrating […]
SmartTalks
60 posts
Welcome to the SmartTalks!
Our webinars will happen on Monday at 5:30 PM.
Talks will be a networking opportunity that will allow you to present your research project at a high level. They will last between 10 to 20 minutes and will be followed by a Q&A session, starting from two spectators designated by the presenter.
Smart Talks are organized in collaboration with the IEEE Student Branch and with the Mu Nu Chapter of IEEE – HKN.
Current chairs and organizers:
Eliana Pastor and Matteo Boffa.
Past chairs:
Presenter: Andrea PignataMonday, December 16th, 5:30 PMLocation: Sala Grande Covivio, Corso Ferrucci 112 ABSTRACT This research explores the development of an engineering framework for edge-based Artificial Intelligence of Things (AIoT) sensor solutions, addressing challenges in heterogeneous hardware and advanced paradigms like neuromorphic computing, while leveraging the benefits of edge-based solutions. […]
Presenter: Stephany Ortuno ChaneloMonday, October 21st, 2024 5:30 PMLocation: Sala Grande Polito@Covivio, Corso Ferrucci 112 ABSTRACT With increasing demand for efficiency in industrial settings, the need for advanced robotic systems has become essential. Automatic bin picking, a key task in automation, enhances performances, providing a competitive advantage. This project proposes […]
Presenter: Kai HuangMonday, July 15th, 2024 5:00 PMLocation: Sala Piccola Polito@Covivio, Corso Ferrucci 112 ABSTRACT Network telescopes are ranges of IP addresses with nothing connected. They are contacted by botnets and scanners that look for possible victims. Each telescope exposes a partial view, and merging the information with that coming […]
Presenter: Francesco De SantisMonday, July 1st, 2024 5:00 PMLocation: Sala Piccola Polito@Covivio, Corso Ferrucci 112 ABSTRACT Despite their success, Large-Language Models (LLMs) still face criticism as their lack of interpretability limits their controllability and reliability. Traditional post-hoc interpretation methods, based on attention and gradient-based analysis, offer limited insight into the […]
Presenter: Riccardo PignariMonday, June 17th, 2024 5:00 PMLocation: Sala Piccola Polito@Covivio, Corso Ferrucci 112 ABSTRACT The field of machine learning is rapidly gaining prominence on the IoT edge device. Within the domain of neuromorphics, the goal is to replicate the capabilities of the human brain and its fundamental processing unit, […]
Presenter: Marco NurissoMonday, May 20th, 2024 5:00 PMLocation: Sala Piccola Polito@Covivio, Corso Ferrucci 112 ABSTRACT The renormalization group (RG) is a pillar of the theory of scaling, scale-invariance, and universality in physics. An RG scheme based on diffusion dynamics was recently introduced for complex networks with dyadic interactions, allowing the […]
Presenter: Tailai SongMonday, May 6th, 2024 5:00 PMLocation: Sala Riunioni 1 DAUIN, PoliTo ABSTRACT In recent years, the modelling of Real-time Transport Protocol (RTP)-based real-time communications (RTC) applications, e.g., video-teleconferencing, has emerged as a pivotal endeavour. The potent Transformer model could be of use on the finest granularity. However, the […]
Presenter: Andrea AvignoneMonday, April 22nd, 2024 5:00 PMLocation: Sala Grande Polito@Covivio, Corso Ferrucci 112 ABSTRACT The advent of autonomous vehicles stands as a key aspect in the mobility landscape of future smart cities. This evolution requires careful considerations on matters of road safety and seamless integration within mixed traffic environments. […]
Presenter: Luca GioacchiniMonday, April 8th, 2024 5:00 PMLocation: Sala Grande Polito@Covivio, Corso Ferrucci 112 ABSTRACT The advances made by Large Language Models (LLMs) have led to the pursuit of Generative Agents. These are software systems that leverage foundation models like LLMs to perform complex tasks, take decisions, devise multi-steps plans […]
Presenter: Alkis KoudounasMonday, March 11th, 2024 5:00 PMLocation: Sala Piccola Covivio, Corso Ferrucci 112 ABSTRACT Enhancing end-to-end spoken language understanding (E2E SLU) models performance, particularly for voice assistants, poses challenges in interpretability and transparency. Our research, in collaboration with Amazon Alexa AI, investigates the performance of E2E SLU models. We utilize […]
Presenter: Alessandro RussoMonday, February 12th, 2024 5:30 PMLocation: Sala Piccola Covivio, Corso Ferrucci 112 ABSTRACT In recent years, Neuro-Symbolic AI (NeSy) techniques, particularly within the Logic Tensor Networks (LTN) framework, have driven significant advancements in Computer Vision by integrating symbolic reasoning within neural networks. This hybrid paradigm holds promise for […]