Detailed Info Enhancing Emotion Recognition through Federated Learning: A Multimodal Approach with Convolutional Neural Networks Authors:Nikola Simic, Siniša Suzic, Nemanja Miloševic, Vuk Stanojev, Tijana Nosek, Branislav Popovic and Dragana Bajovic…
Detailed Info Efficient High-Resolution Deep Learning: A Survey Authors:Arian Bakhtiarnia, Qi Zhang, & Alexandros IosifidisTitle:Efficient High-Resolution Deep Learning: A SurveyAbstract:Cameras in modern devices such as smartphones, satellites and medical equipment…
Detailed Info Large Deviations for Products of Non-Identically Distributed Network Matrices With Applications to Communication-Efficient Distributed Learning and Inference Authors:Petrović, Nemanja; Bajović, Dragana; Kar, Soummya; Jakovetić, Dušan; Sahu, Anit KumarTitle:Large…
Detailed Info Distributed Recursive Estimation under Heavy-Tail Communication Noise Authors:Dusan Jakovetic, Manojlo Vukovic, Dragana Bajovic, Anit Kumar Sahu, Soummya KarTitle:Distributed Recursive Estimation under Heavy-Tail Communication NoiseAbstract:We consider distributed recursive estimation…
Detailed Info Nonlinear consensus+innovations under correlated heavy-tailed noises: Mean square convergence rate and asymptotics Authors:Manojlo Vukovic, Dusan Jakovetic, Dragana Bajovic, Soummya KarTitle:Nonlinear consensus+innovations under correlated heavy-tailed noises: Mean square convergence…
Detailed Info XimSwap: Many-to-Many Face Swapping for TinyML Authors:Ancilotto, Alberto and Paissan, Francesco and Farella, ElisabettaTitle:XimSwap: Many-to-Many Face Swapping for TinyMLAbstract:The unprecedented development of deep learning approaches for video processing…
Detailed Info Efficient topic partitioning of Apache Kafka for high-reliability real-time data streaming applications Authors:Theofanis P. Raptis, Claudio Cicconetti, Andrea PassarellaTitle:Efficient topic partitioning of Apache Kafka for high-reliability real-time data…
Detailed Info A 2-Phase Strategy for Intelligent Cloud Operations Authors:Giacomo Lanciano; Remo Andreoli; Tommaso Cucinotta; Davide Bacciu University of Pisa, Italy ; Andrea PassarellaTitle:A 2-Phase Strategy for Intelligent Cloud OperationsAbstract:When…
Detailed Info A Survey on Networked Data Streaming With Apache Kafka Authors: Theofanis P. Raptis, Andrea Passarella Title: A Survey on Networked Data Streaming With Apache Kafka Abstract: Apache Kafka…
Detailed Info Engineering Resource-Efficient Data Management for Smart Cities with Apache Kafka Authors:Theofanis P. Raptis, Claudio Cicconetti, Manolis Falelakis, Grigorios Kalogiannis, Tassos Kanellos, Tomás Pariente LoboTitle:Engineering Resource-Efficient Data Management for…
