Pascal Notin
Pascal Notin
Research
Talks
Transformer; Protein; Retrieval; Fitness prediction
TranceptEVE: Combining Family-specific and Family-agnostic Models of Protein Sequences for Improved Fitness Prediction
TranceptEVE combines family-specific and family-agnostic models to achieve SOTA performance on protein fitness prediction and human …
Pascal Notin
,
Lood van Niekerk
,
Aaron W Kollasch
,
Daniel Ritter
,
Yarin Gal
,
Debora S. Marks
Cite
Slides
Video
bioRxiv
Tranception: Protein Fitness Prediction with Autoregressive Transformers and Inference-time Retrieval
Tranception combines large autoregressive transformers with inference-time retrieval to achieve SOTA performance on protein fitness …
Pascal Notin
,
Mafalda Dias
,
Jonathan Frazer
,
Javier Marchena-Hurtado
,
Aidan N. Gomez
,
Debora S. Marks
,
Yarin Gal
PDF
Cite
Code
Poster
Slides
Video
arXiv
Proceedings
HF Hub
ProteinGym
Design app (HF)
Design app (Colab)
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