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TURING: Towards Robust Foundation Models and Platform Services for Complex Physical Systems
Ioannis Kontopoulos, Miloš Savić, Dusan Jakovetic, Jelena Topic Bozic, Maria Pateraki, Konstantinos Tserpes (September 10, 2026)
International Conference on the Economics of Grids, Clouds, Systems, and Services (GECON2026) , Pisa, Italy
Link: TURING: Towards Robust Foundation Models and Platform Services for Complex Physical Systems | Zenodo
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A DICE-based Experiment Model Database for Physics-Informed Machine Learning Bias Prediction in Reactor Neutronics
Otto Glavo, Branislav Vrban, Štefan Čerba,Jakub Lüley, Filip Révai (August 21, 2026)
Advances in the Application of Smart IoT Devices and AI in the Nuclear Domain (SAI-ND 2026), Bratislava, Slovakia
Link: A DICE-based Experiment Model Database for Physics-Informed Machine Learning Bias Prediction in Reactor Neutronics | Zenodo
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Personalizing MLLMs via Reinforced Multimodal Reference Gamem
Deepayan Das, Davide Talon, Yiming Wang, Massimiliano Mancini, Elisa Ricci (July 7, 2026)
European Conference on Computer Vision (ECCV) , 2026
Link: Personalizing MLLMs via Reinforced Multimodal Reference Game | Zenodo
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On the Hidden Objective Biases of Group-based Reinforcement Learning
Aleksandar Fontana, Marco Simoni, Giulio Rossolini, Paolo Mori, Andrea Saracino (June 24, 2026)
Association for Computational Linguistics (ACL), San Diego, California, United States
Link: On the Hidden Objective Biases of Group-based Reinforcement Learning | Zenodo
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From Weights to Concepts: Data-Free Interpretability of CLIP via Singular Vector Decomposition
Francesco Gentile, Nicola Dall’Asen, Francesco Tonini, Massimiliano Mancini, Lorenzo Vaquero, Elisa Ricci (June 4, 2026)
The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
Link: From Weights to Concepts: Data-Free Interpretability of CLIP via Singular Vector Decomposition
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SEM: Sparse Embedding Modulation for Post-Hoc Debiasing of Vision-Language Models
Quentin Guimard, Federico Bartsch, Simone Caldarella, Rahaf Aljundi, Elisa Ricci, Massimiliano Mancini (June 4, 2026)
The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Findings
Link: SEM: Sparse Embedding Modulation for Post-Hoc Debiasing of Vision-Language Models
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Large Multimodal Models as General In-Context Classifiers
Marco Garosi, Matteo Farina, Alessandro Conti, Massimiliano Mancini, Elisa Ricci (June 4, 2026)
The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Findings
Link: Large Multimodal Models as General In-Context Classifiers
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Training-Free Semantic Multi-Object Tracking with Vision-Language Models
Laurence Bonat, Francesco Tonini, Elisa Ricci, Lorenzo Vaquero(April 15, 2026)
2026 International Conference on Automatic Face and Gesture Recognition (FG), Kyoto
Link: Training-Free Semantic Multi-Object Tracking with Vision-Language Models | Zenodo
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Towards Unconstrained Human-Object Interaction
Tonini Francesco, Alessandro Conti, Lorenzo Vaquero, Cigdem Beyan, Elisa Ricci (April 10, 2026)
2026 International Conference on Automatic Face and Gesture Recognition (FG) , Kyoto
Link: Towards Unconstrained Human-Object Interaction | Zenodo
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A Comparative Analysis on the Performance of Upper Confidence Bound Algorithms in Adaptive Deep Neural Networks
Grigorios Papanikolaou, Ioannis Kontopoulos, Konstantinos Tserpes (April 2026.)
IEEE SMARTCOMP 2026
Link: A Comparative Analysis on the Performance of Upper Confidence Bound Algorithms in Adaptive Deep Neural Networks
GTPO: Stabilizing Group Relative Policy Optimization via Gradient and Entropy Control Open Access
Marco Simoni, Aleksandar Fontana, Giulio Rossolini, Andrea Saracino, Paolo Mori (August 28, 2026)
Transactions of the Association for Computational Linguistics, 14, 2258-2280, ISSN: 2307-387X, 2026.
Utility-Driven Adaptive Model Selection for Digital Twinning
Konstantinos Vlachas, Antonios Kamariotis, Eleni Chatzi (August 15, 2026)
Mechanical Systems and Signal Processing, 258, 114717, ISSN: 1096-1216, 2026.
Link: Utility-Driven Adaptive Model Selection for Digital Twinning | Zenodo
Intelligent Self-Optimization for Edge and IoT Storage Platforms
Evangelos Psomakelis, Antonios Makris, Emanuele Carlini, Matteo Mordacchini, Patrizio Dazzi, Konstantinos Tserpes (August 5, 2026)
Intelligent Self-Optimization for Edge and IoT Storage Platforms. IEEE Access, 14.
Link: Intelligent Self-Optimization for Edge and IoT Storage Platforms | Zenodo
Beyond Static Models: Hypernetworks for Adaptive and Generalizable Forecasting in Complex Parametric Dynamical Systems
Pantelis Vlachas, Konstantinos Vlachas, Eleni Chatzi (June 29, 2026)
Mechanical Systems and Signal Processing, 258, ISSN: 0888-3270, 2026.
Attention, Anomalies! Handling Attention Layers in Unsupervised Federated Outlier Detection v.1 (preprint)
Mihailo Ilić, Miloš Savić, Vladimir Kurbalija, Mirjana Ivanovic, Giancarlo Fortino, Dusan Jakovetic (September 19, 2026)
Link: Attention, Anomalies! Handling Attention Layers in Unsupervised Federated Outlier Detection | Zenodo