Davide Rigoni

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Alessandro SperdutiUniversity of PadovaVerified email at math.unipd.it
Nicolò NavarinAssociate Professor, University of PadovaVerified email at math.unipd.it
Luciano SerafiniHead of Data and Knowledge Management Research Unit, Fondazione Bruno Kessler, Trento, ItalyVerified email at fbk.eu
Cristian TaccioliProfessor of Molecular Biology, Nutrigenomics, and Applied Bioinformatics (University of Padova)Verified email at unipd.it
nicoletta bianchiuniversity of ferraraVerified email at unife.it
Lamberto BallanAssociate Professor of Computer Science, University of PadovaVerified email at unipd.it
Desmond ElliottAssociate Professor, University of CopenhagenVerified email at di.ku.dk
Stefano MoroProfessor of Medicinal ChemistryVerified email at unipd.it
Filippo BiscariniSenior Research Scientist, National Research Council (CNR), Milan (Italy)Verified email at ibba.cnr.it
Tania BobboInstitute of Agricultural Biology and Biotechnology, National Research Council of Italy, MilanVerified email at ibba.cnr.it

Davide Rigoni

University of Padova

Verified email at unipd.it - Homepage

Artificial Intelligence Machine Learning Deep Learning Generative Models Drugs Generation


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Conditional Constrained Graph Variational Autoencoders for Molecule Design D Rigoni, N Navarin, A Sperduti IEEE Symposium Series on Computational Intelligence (IEEE SSCI), 2020	29	2020
A Systematic Assessment of Deep Learning Models for Molecule Generation D Rigoni, N Navarin, A Sperduti European Symposium on Artificial Neural Networks (ESANN), 2020	13	2020
A better loss for visual-textual grounding D Rigoni, L Serafini, A Sperduti Proceedings of the 37th ACM/SIGAPP Symposium on Applied Computing, 49-57, 2022	5	2022
Weakly-Supervised Visual-Textual Grounding with Semantic Prior Refinement D Rigoni, L Parolari, L Serafini, A Sperduti, L Ballan 34th British Machine Vision Conference 2023, {BMVC} 2023, Aberdeen, UK …, 2023	4	2023
Cleaner categories improve object detection and visual-textual grounding D Rigoni, D Elliott, S Frank Scandinavian Conference on Image Analysis, 412-442, 2023	3	2023
Rgcvae: Relational graph conditioned variational autoencoder for molecule design D Rigoni, N Navarin, A Sperduti Machine Learning 114 (2), 47, 2025	1	2025
Machine learning classification of archaea and bacteria identifies novel predictive genomic features T Bobbo, F Biscarini, SK Yaddehige, L Alberghini, D Rigoni, N Bianchi, ... BMC Genomics 25 (1), 955, 2024	1	2024
TumFlow: An AI Model for Predicting New Anticancer Molecules D Rigoni, S Yaddehige, N Bianchi, A Sperduti, S Moro, C Taccioli International Journal of Molecular Sciences 25 (11), 6186, 2024	1	2024
Object search by a concept-conditioned object detector D Rigoni, L Serafini, A Sperduti Neural Computing and Applications, 1-21, 2024		2024
Prompt-Based Data Augmentation Using Contrastive Learning Under Scarcity of Annotated Data MU Ul Haq, D Rigoni, A Sperduti ECAI 2024, 2717-2724, 2024		2024
Understanding Multimedia Content with Prior Knowledge D Rigoni Università degli studi di Padova, 2023		2023

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