Detailed info Low-Complexity Acoustic Scene Classification in DCASE 2022 Challenge Authors Irene Martín-Morató, Francesco Paissan, Alberto Ancilotto, Toni Heittola, Annamaria Mesaros, Elisabetta Farella, Alessio Brutti, and Tuomas Virtanen Title Low-Complexity…
Detailed info Gradient based clustering AuthorsAleksandar Armacki, Dragana Bajovic, Dusan Jakovetic, Soummya KarTitleGradient based clusteringAbstractWe propose a general approach for distance based clustering, using the gradient of the cost function…
Detailed info Personalized Federated Learning via Convex Clustering AuthorsAleksandar Armacki, Dragana Bajovic, Dusan Jakovetic, Soummya KarTitlePersonalized Federated Learning via Convex ClusteringAbstractWe propose a parametric family of algorithms for personalized federated…
Detailed info On the Role of Smart Vision Sensors in Energy-Efficient Computer Vision at the Edge AuthorsAlberto Ancilotto; Francesco Paissan; Elisabetta FarellaTitleOn the Role of Smart Vision Sensors in Energy-Efficient…
Detailed info Weighted Edit Distance for Country Code Recognition in License Plates AuthorsKateryna Chumachenko, Alexandros Iosifidis and Moncef GabboujTitleWeighted Edit Distance for Country Code Recognition in License PlatesAbstractThis paper presents…
Detailed info Dynamic Split Computing for Efficient Deep Edge Intelligence AuthorsArian Bakhtiarnia, Nikola Milosevic, Qi Zhang, Dragana Bajovic and Alexandros IosifidisTitleDynamic Split Computing for Efficient Deep Edge IntelligenceAbstractDeploying deep neural…
Detailed info Single-Layer Transformers for More Accurate Early Exits with Less Overhead AuthorsArian Bakhtiarnia, Qi Zhang and Alexandros IosifidisTitleSingle-Layer Transformers for More Accurate Early Exits with Less OverheadAbstractDeploying deep learning…
Detailed info Evaluating Short-Term Forecasting of Multiple Time Series in IoT Environments AuthorsChristos Tzagkarakis, Pavlos Charalampidis, Stylianos Roubakis, Alexandros Fragkiadakis and Sotiris IoannidisTitleEvaluating Short-Term Forecasting of Multiple Time Series in…
Detailed info On Efficiently Partitioning a Topic in Apache Kafka AuthorsTheofanis P. Raptis, Andrea PassarellaTitleOn Efficiently Partitioning a Topic in Apache KafkaAbstractApache Kafka addresses the general problem of delivering extreme…
Detailed info Optimizing PhiNet architectures for the detection of urban sounds on low-end devices AuthorsAlessio Brutti, Francesco Paissan, Alberto Ancilotto, Elisabetta FarellaTitleOptimizing PhiNet architectures for the detection of urban sounds…
