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2020 – today
- 2025
[j1]Nikita Janakarajan
, Irina Espejo Morales, Marvin Alberts, Andrea Giovannini, Matteo Manica, Antonio Foncubierta-Rodríguez:
Unified lookup tables: training foundation models on encoded data. Mach. Learn. Sci. Technol. 6(2): 45022 (2025)- [i5]Mara Graziani, Antonio Foncubierta, Dimitrios Christofidellis, Irina Espejo Morales, Malina Molnar, Marvin Alberts, Matteo Manica, Jannis Born:
We Need Improved Data Curation and Attribution in AI for Scientific Discovery. CoRR abs/2504.02486 (2025) - [i4]Laura Mismetti, Marvin Alberts, Andreas Krause, Mara Graziani:
Test-Time Tuned Language Models Enable End-to-end De Novo Molecular Structure Generation from MS/MS Spectra. CoRR abs/2510.23746 (2025) - 2024
- [c2]Nicolas Deutschmann, Marvin Alberts, María Rodríguez Martínez:
Conformal Autoregressive Generation: Beam Search with Coverage Guarantees. AAAI 2024: 11775-11783 - [c1]Marvin Alberts, Oliver Schilter, Federico Zipoli, Nina Hartrampf, Teodoro Laino:
Unraveling Molecular Structure: A Multimodal Spectroscopic Dataset for Chemistry. NeurIPS 2024 - [i3]Marvin Alberts, Oliver Schilter, Federico Zipoli, Nina Hartrampf, Teodoro Laino:
Unraveling Molecular Structure: A Multimodal Spectroscopic Dataset for Chemistry. CoRR abs/2407.17492 (2024) - [i2]Marvin Alberts, Gianmarco Gabrieli, Irina Espejo Morales:
Interleaving Text and Number Embeddings to Solve Mathemathics Problems. CoRR abs/2410.19353 (2024) - 2023
- [i1]Nicolas Deutschmann, Marvin Alberts, María Rodríguez Martínez:
Conformal Autoregressive Generation: Beam Search with Coverage Guarantees. CoRR abs/2309.03797 (2023)
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