| Theofanis P. Raptis, Claudio Cicconetti, Manolis Falelakis, Tassos Kanellos, Tomás Pariente Lobo | Design Guidelines for Apache Kafka Driven Data Management and Distribution in Smart Cities | 2022 IEEE International Smart Cities Conference (ISC2) | zenodo |
| Arian Bakhtiarnia; Qi Zhang; Alexandros Iosifidis | Accurate Gigapixel Crowd Counting by Iterative Zooming and Refinement | IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2024) | zenodo |
| Arian Bakhtiarnia; Qi Zhang1; Alexandros Iosifidis | Crowd Counting on Heavily Compressed Images with Curriculum Pre-Training | 2023 IEEE Symposium Series on Computational Intelligence (SSCI 2023) | zenodo |
| George Hatzivasilis, Sotiris Ioannidis, Grigoris Kalogiannis, Manolis Chatzimpyrros, George Spanoudakis, Guillermo Jiménez Prieto, Araceli Rojas Morgan, Miguel Juaniz Lopez, Cataldo Basile, Jose Francisco Ruiz | Continuous Security Assurance of Modern Supply- Chain Ecosystems with Application in Autonomous Driving | IEEE CSR Workshop on Cyber Resilience and Economics (CRE) | zenodo |
| Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis and Moncef Gabbouj | Learning distinctive features helps, provably | European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2023) | zenodo |
| Arian Bakhtiarnia, Qi Zhang, and Alexandros Iosifidis | PromptMix: Textto-image diffusion models enhance the performance of lightweight networks | International Joint Conference on Neural Networks (IJCNN 2023) | zenodo |
| A. Armacki, D. Bajovic, D. Jakovetic and S. Kar | One-shot Federated Learning for Model Clustering and Learning in Heterogeneous Environments | Preprint | zenodo |
| D. Bajovic, D. Jakovetic, and S. Kar | Large Deviations Rates for Stochastic Gradient Descent with Strongly Convex Functions | Preprint | zenodo |
| Irene Martín-Morató, Francesco Paissan, Alberto Ancilotto, Toni Heittola, Annamaria Mesaros, Elisabetta Farella, Alessio Brutti, and Tuomas Virtanen | Low-complexity acoustic scene classification in DCASE2022 Challenge | Low-Complexity Acoustic Scene Classification in DCASE 2022 Challenge | zenodo |
| Giulio Mattolin; Luca Zanella, Elisa Ricci, Yiming Wang | ConfMix: Unsupervised Domain Adaptation for Object Detection via Confidence-based Mixing | EEE/CVF Winter Conference on Applications of Computer Vision 2023 (WACV 2023) | zenodo |
| Alessandro Cont, Paolo Rota, Yiming Wang, Elisa Ricci | Cluster-level pseudo-labelling for source-free cross-domain facial expression recognition | The 33rd British Machine Vision Conference (BMVC 2022) | zenodo |
| Aleksandar Armacki, Dragana Bajovic, Dusan Jakovetic, Soummya Kar | Personalized Federated Learning via Convex Clustering | 8th IEEE International Smart Cities Conference 2022, MARV workshop | zenodo |
| Aleksandar Armacki, Dragana Bajovic, Dusan Jakovetic, Soummya Kar | Gradient based clustering | 39th International Conference on Machine Learning | zenodo |
| Carlo Puliafito, Claudio Cicconetti, Marco Conti, Enzo Mingozzi, Andrea Passarella | Stateless or stateful FaaS? I’ll take both! | International Conference on Smart Computing (SMARTCOMP) | zenodo |
| Alberto Ancilotto; Francesco Paissan; Elisabetta Farella | On the Role of Smart Vision Sensors in Energy-Efficient Computer Vision at the Edge | 2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops) | zenodo |
| Kateryna Chumachenko, Alexandros Iosifidis and Moncef Gabbouj | Weighted Edit Distance for Country Code Recognition in License Plates | European Signal Processing Conference | zenodo |
| Arian Bakhtiarnia, Nikola Milosevic, Qi Zhang, Dragana Bajovic and Alexandros Iosifidis | Dynamic Split Computing for Efficient Deep Edge Intelligence | ICML 2022 Workshop on Dynamic Neural Networks | zenodo |
| Christos Tzagkarakis, Pavlos Charalampidis, Stylianos Roubakis, Alexandros Fragkiadakis and Sotiris Ioannidis | Evaluating Short-Term Forecasting of Multiple Time Series in IoT Environments | 30th European Signal Processing Conference (EUSIPCO 2022) | zenodo |
| Theofanis P. Raptis, Andrea Passarella | On Efficiently Partitioning a Topic in Apache Kafka | 2022 International Conference on Computer, Information, and Telecommunication Systems (CITS) | zenodo |
| Alessio Brutti, Francesco Paissan, Alberto Ancilotto, Elisabetta Farella | Optimizing PhiNet architectures for the detection of urban sounds on low-end devices | 30th European Signal Processing Conference, EUSIPCO 2022 | zenodo |
| Rafail Tsirbas, Giorgos Vasiliadis, Sotiris Ioannidis | The Best of Many Worlds: Scheduling Machine Learning Inference on CPU-GPU Integrated Architectures | 2022 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW2022) | zenodo |
| Francesco Paissan, Alberto Ancilotto, Alessio Brutti, Elisabetta Farella | Scalable neural architectures for end-to-end environmental sound classification | IEEE International Conference on Acoustics, Speech, & Signal Processing (ICASSP) | zenodo |
| Luca Zanella, Yiming Wang, Nicola Dall Asen, Alberto Ancilotto, Francesco Paissan, Elisa Ricci, Elisabetta Farella, Alessio Brutti and Marco Pistore | Responsible AI at the edge: towards privacy-preserving smart cities | Ital-IA 2022 Convegno del Laboratorio nazionale CINI-AIIS | zenodo |
| Arian Bakhtiarnia, Qi Zhang, Alexandros Iosifidis | Multi-Exit Vision Transformer for Dynamic Inference | 32nd British Machine Vision Conference | zenodo |
| Parthasaarathy Sudarsanam, Archontis Politis, Konstantinos Drossos | Assessment of Self-Attention on Learned Features For Sound Event Localization and Detection | DCASE Challenge | zenodo |
| Jan Berg, Konstantinos Drossos | Continual Learning for Automated Audio Captioning Using The Learning Without Forgetting Approach | DCASE Challenge | zenodo |
| Andreas Triantafyllopoulos, Manuel Milling, Konstantinos Drossos, Björn W. Schuller | Fairness and underspecification in acoustic scene classification: The case for disaggregated evaluations | DCASE Challenge | zenodo |
| Andrea Simonelli, Samuel Rota Bulò, Lorenzo Porzi, Peter Kontschieder, Elisa Ricci | Are We Missing Confidence in Pseudo-LiDAR Methods for Monocular 3D Object Detection? | International Conference on Computer Vision 2021 | zenodo |
| Dragana Bajovic, Arian Bakhtiarnia et. al | MARVEL: Multimodal Extreme Scale Data Analytics for Smart Cities Environments | Fourth International Balkan Conference on Communications and Networking (BalkanCom 2021) | zenodo |
| Einari Vaaras, Sari Ahlqvist-Björkroth, Konstantinos Drossos, Okko Räsänen | Automatic Analysis of the Emotional Content of Speech in Daylong Child-Centered Recordings from a Neonatal Intensive Care Unit | Interspeech 2021 | zenodo |
| An Tran, Konstantinos Drossos, Tuomas Virtanen | WaveTransformer: An Architecture for Audio Captioning Based on Learning Temporal and Time-Frequency Information | 2021 29th European Signal Processing Conference (EUSIPCO) | zenodo |
| Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj | Within-layer Diversity Reduces Generalization Gap | ICML-21 | zenodo |
| Arian Bakhtiarnia, Qi Zhang, Alexandros Iosifidis | Improving the Accuracy of Early Exits in Multi-Exit Architectures via Curriculum Learning | IJCNN 2021 | zenodo |
| Francesco Paissan, Massimo Gottardi, Elisabetta Farella | Enabling energy efficient machine learning on a Ultra-Low-Power vision sensor for IoT | SLOHA 2021 | zenodo |
| Burkhardt Felix, Derington Anna, Kahlau Matthias, Scherer Klaus, Eyben Florian, Schuller, Bjorn | Masking Speech Contents by Random Splicing: is Emotional Expression Preserved? | ICASSP 2023 – 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | zenodo |
| Burkhardt Felix, Wagner Johannes, Wierstorf Hagen, Eyben Florian, Schuller Björn | Speech-based Age and Gender Prediction with Transformers | Speech Communication; 15th ITG Conference | zenodo |
