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 […]
SmartTalks
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 […]
Presenter: Pierrick LeroyMonday, January 29th, 2024 5:30 PMLocation: Sala Grande Covivio, Corso Ferrucci 112 ABSTRACT A trained (deep) learning model is a sequence of maps and spaces. Data, old and new, are mapped through the model strata from input to output. The main ingredients are a training set of samples […]
Presenter: Lorenzo VaianiMonday, November 27th, 2023 17:30Location: SmartData@Covivio, Sala Grande With the proliferation of multimodal data sources, detecting fake news content has become more and more challenging as fake content can be hidden in either visual or textual news elements. Our work addresses the automatic detection of Italian fake news […]
Presenter: Elena SabbioniMonday, July 10th, 2023 17:30Location: SmartData@Covivio RNA velocity is a biological quantity related to the evolution of cells at different stages of maturity and can be used to interpret cellular differentiation. The mathematical model behind this quantity describes the biological transformation from DNA to RNA, which can be […]