Umberto Lupo

5PUBLICATIONS
4CO-AUTHORS
Sequence analysisNatural language processingPhylogeny and comparative analysisDeep learningContext learning
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Publications (5)

|Dec 13, 2024
DiffPaSS-high-performance differentiable pairing of protein sequences using soft scores.

Umberto Lupo, Damiano Sgarbossa, Martina Milighetti

|Jun 24, 2024
Pairing interacting protein sequences using masked language modeling.

Umberto Lupo, Damiano Sgarbossa, Anne-Florence Bitbol

|Feb 08, 2023
Impact of phylogeny on structural contact inference from protein sequence data.

Nicola Dietler, Umberto Lupo, Anne-Florence Bitbol

|Feb 03, 2023
Generative power of a protein language model trained on multiple sequence alignments.

Damiano Sgarbossa, Umberto Lupo, Anne-Florence Bitbol

|Oct 22, 2022
Protein language models trained on multiple sequence alignments learn phylogenetic relationships.

Umberto Lupo, Damiano Sgarbossa, Anne-Florence Bitbol

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Frequent Collaborators

5 joint publications

Anne-Florence Bitbol

4 joint publications

Damiano Sgarbossa

1 joint publications

Nicola Dietler

1 joint publications

Martina Milighetti