Program

14:15 – 15:30 – Opening PerConAI and Keynote “Decentralized Intelligence: towards collaborative and sustainable learning” | Dr. Paolo Dini 

15:30-16:00 Coffee Break

16:00 – 17:00 – Session 1: Decentralised and resource-constrained learning

1. Towards Scalable Resilient Federated Learning: A Fully Decentralised Approach | Divi De Lacour and Marc Lacoste (Orange Innovation, France); Mario Sûdholt (IMT Atlantique, France); Jacques Traoré (Orange Innovation, France)
2. Computation Efficient ECG classification on resource constrained devices | Andrea Arigliano (University of Modena and Reggio Emilia, Italy); Andrea Malagoli (University of Modena and Reggio Emilia & VST SRL, Italy); Luca Bedogni (University of Modena and Reggio Emilia, Italy)

17:00 – 18:00 – Session 2: Resource-constrained and privacy preserving methods for edge video analytics

1. PhiNet-GAN: Bringing real-time face swapping to embedded devices | Alberto Ancilotto (FBK, Italy); Francesco Paissan and Elisabetta Farella (Fondazione Bruno Kessler, Italy)
2. Content-Aware Dynamic Resource Allocation Framework for Video Analytic Applications at Edge | Boonyarith Saovapakhiran; Sorawit Khumnaewnak; Wibhada Naruephiphat; Chalermpol Charnsripinyo (National Electronics and Computer Technology Center, Thailand)

18:00 – 18:30 – Closing Remarks with keynote speakers and chairs