Detailed info PromptMix: Textto-image diffusion models enhance the performance of lightweight networks AuthorsArian Bakhtiarnia, Qi Zhang, and Alexandros IosifidisTitlePromptMix: Textto-image diffusion models enhance the performance of lightweight networksAbstractMany deep learning…
Detailed info Learning distinctive features helps, provably AuthorsFiras Laakom, Jenni Raitoharju, Alexandros Iosifidis and Moncef GabboujTitleLearning distinctive features helps, provablyAbstractWe study the diversity of the features learned by a two-layer…
Detailed info Large Deviations Rates for Stochastic Gradient Descent with Strongly Convex Functions Authors D. Bajovic, D. Jakovetic, and S. Kar Title Large Deviations Rates for Stochastic Gradient Descent with…
Detailed info One-shot Federated Learning for Model Clustering and Learning in Heterogeneous Environments AuthorsA. Armacki, D. Bajovic, D. Jakovetic and S. KarTitleOne-shot Federated Learning for Model Clustering and Learning in…
Detailed info Cluster-level pseudo-labelling for source-free cross-domain facial expression recognition AuthorsAlessandro Conti, Paolo Rota, Yiming Wang, Elisa RicciTitleCluster-level pseudo-labelling for source-free cross-domain facial expression recognitionAbstractAutomatically understanding emotions from visual data…
Detailed info ConfMix: Unsupervised Domain Adaptation for Object Detection via Confidence-based Mixing AuthorsGiulio Mattolin, Luca Zanella, Elisa Ricci, Yiming WangTitleConfMix: Unsupervised Domain Adaptation for Object Detection via Confidence-based MixingAbstractUnsupervised Domain…
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 Stateless or stateful FaaS? I'll take both! AuthorsCarlo Puliafito, Claudio Cicconetti, Marco Conti, Enzo Mingozzi, Andrea PassarellaTitleStateless or stateful FaaS? I'll take both!AbstractServerless computing has emerged as a…
