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 […]
SmartTalks
66 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:
Geta Vallero and Nikhil Jha.
Past chairs:
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 […]
Presenter: Luca PianoMonday, June 26th, 2023 17:30Location: SmartData@Covivio Deep neural networks are commonly used in various applications, but they are still vulnerable to out-of-distribution (OOD) samples, which are drawn from a different distribution than the one used during training. One approach to address this issue is using techniques to detect […]
Presenter: Philippe BichMonday, May 29th, 2023 17:30Location: SmartData@Covivio The growing interest in Internet of Things (IoT) and mobile Artificial Intelligence (AI) applications is driving research into Deep Neural Networks (DNNs) that can operate efficiently on low-resource/energy devices at the edge. However, the limited computational resources typically available in edge devices […]
Presenter: Tailai SongMonday, May 15th, 2023 18:00Location: SmartData@Covivio Real-time communication (RTC) platforms have undergone a consistent increase in popularity in recent years, and nowadays, they are fundamental for both work and leisure purposes. To ensure adequate Quality of Experience (QoE) for users of RTC services, we need proper traffic management […]