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Is Transfer Learning Necessary for Protein Landscape Prediction?

Is Transfer Learning Necessary for Protein Landscape Prediction?

31 October 2020
Amir Shanehsazzadeh
David Belanger
David Dohan
    SSL
ArXivPDFHTML

Papers citing "Is Transfer Learning Necessary for Protein Landscape Prediction?"

6 / 6 papers shown
Title
DeepProtein: Deep Learning Library and Benchmark for Protein Sequence Learning
DeepProtein: Deep Learning Library and Benchmark for Protein Sequence Learning
Jiaqing Xie
Yue Zhao
71
0
0
02 Oct 2024
BERTology Meets Biology: Interpreting Attention in Protein Language
  Models
BERTology Meets Biology: Interpreting Attention in Protein Language Models
Jesse Vig
Ali Madani
Lav Varshney
Caiming Xiong
R. Socher
Nazneen Rajani
44
289
0
26 Jun 2020
Contextual Lensing of Universal Sentence Representations
Contextual Lensing of Universal Sentence Representations
J. Kiros
30
5
0
20 Feb 2020
Evaluating Protein Transfer Learning with TAPE
Evaluating Protein Transfer Learning with TAPE
Roshan Rao
Nicholas Bhattacharya
Neil Thomas
Yan Duan
Xi Chen
John F. Canny
Pieter Abbeel
Yun S. Song
SSL
79
786
0
19 Jun 2019
Learning protein sequence embeddings using information from structure
Learning protein sequence embeddings using information from structure
Tristan Bepler
Bonnie Berger
51
286
0
22 Feb 2019
Adam: A Method for Stochastic Optimization
Adam: A Method for Stochastic Optimization
Diederik P. Kingma
Jimmy Ba
ODL
776
149,474
0
22 Dec 2014
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