Antognini, Diego

7 publications

NeurIPS 2024 $\textit{Trans-LoRA}$: Towards Data-Free Transferable Parameter Efficient Finetuning Runqian Wang, Soumya Ghosh, David Cox, Diego Antognini, Aude Oliva, Rogerio Feris, Leonid Karlinsky

AAAI 2024 ESG Accountability Made Easy: DocQA at Your Service Lokesh Mishra, Cesar Berrospi, Kasper Dinkla, Diego Antognini, Francesco Fusco, Benedikt Bothur, Maksym Lysak, Nikolaos Livathinos, Ahmed S. Nassar, Panagiotis Vagenas, Lucas Morin, Christoph Auer, Michele Dolfi, Peter W. J. Staar

TMLR 2024 MC Layer Normalization for Calibrated Uncertainty in Deep Learning Thomas Frick, Diego Antognini, Ioana Giurgiu, Benjamin F Grewe, Cristiano Malossi, Rong J.B. Zhu, Mattia Rigotti

ECCVW 2022 Active Learning for Imbalanced Civil Infrastructure Data Thomas Frick, Diego Antognini, Mattia Rigotti, Ioana Giurgiu, Benjamin F. Grewe, Cristiano Malossi

UAI 2021 Addressing Fairness in Classification with a Model-Agnostic Multi-Objective Algorithm Kirtan Padh, Diego Antognini, Emma Lejal-Glaude, Boi Faltings, Claudiu Musat

IJCAI 2021 Interacting with Explanations Through Critiquing Diego Antognini, Claudiu Musat, Boi Faltings

AAAI 2021 Multi-Dimensional Explanation of Target Variables from Documents Diego Antognini, Claudiu Musat, Boi Faltings