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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 -
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
Coming soon
Utility-Driven Adaptive Model Selection for Digital Twinning (Scientific preprint)
Konstantinos Vlachas, Antonios Kamariotis, Eleni Chatzi (May 2026)
Link: Utility-Driven Adaptive Model Selection for Digital Twinning