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Mafalda Dias
Publication Activity (10 Years)
Years Active: 2022-2023
Publications (10 Years): 3
Top Topics
Autoregressive
Protein Structure Prediction
Subcellular Localization
Random Fields
Top Venues
CoRR
ICML
NeurIPS
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Publications
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Pascal Notin
,
Aaron Kollasch
,
Daniel Ritter
,
Lood van Niekerk
,
Steffanie Paul
,
Han Spinner
,
Nathan J. Rollins
,
Ada Shaw
,
Rose Orenbuch
,
Ruben Weitzman
,
Jonathan Frazer
,
Mafalda Dias
,
Dinko Franceschi
,
Yarin Gal
,
Debora S. Marks
ProteinGym: Large-Scale Benchmarks for Protein Fitness Prediction and Design.
NeurIPS
(2023)
Pascal Notin
,
Mafalda Dias
,
Jonathan Frazer
,
Javier Marchena-Hurtado
,
Aidan N. Gomez
,
Debora S. Marks
,
Yarin Gal
Tranception: Protein Fitness Prediction with Autoregressive Transformers and Inference-time Retrieval.
ICML
(2022)
Pascal Notin
,
Mafalda Dias
,
Jonathan Frazer
,
Javier Marchena-Hurtado
,
Aidan N. Gomez
,
Debora S. Marks
,
Yarin Gal
Tranception: protein fitness prediction with autoregressive transformers and inference-time retrieval.
CoRR
(2022)