Ben Krause
Ben Krause
Co-founder of Psyfy AI
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Large language models generate functional protein sequences across diverse families
A Madani, B Krause, ER Greene, S Subramanian, BP Mohr, JM Holton, ...
Nature Biotechnology, 1-8, 2023
GeDi: Generative Discriminator Guided Sequence Generation
B Krause, AD Gotmare, B McCann, NS Keskar, S Joty, R Socher, ...
arXiv preprint arXiv:2009.06367, 2020
Multiplicative LSTM for sequence modelling
B Krause, L Lu, I Murray, S Renals
arXiv preprint arXiv:1609.07959, 2016
Dynamic evaluation of neural sequence models
B Krause, E Kahembwe, I Murray, S Renals
International Conference on Machine Learning, 2766-2775, 2018
Medial frontal GABA is lower in older schizophrenia: a MEGA-PRESS with macromolecule suppression study
LM Rowland, BW Krause, SA Wijtenburg, RP McMahon, J Chiappelli, ...
Molecular psychiatry 21 (2), 198-204, 2016
Edina: Building an Open Domain Socialbot with Self-dialogues
B Krause, M Damonte, M Dobre, D Duma, J Fainberg, F Fancellu, ...
arXiv preprint arXiv:1709.09816, 2017
Dynamic Evaluation of Transformer Language Models
B Krause, E Kahembwe, I Murray, S Renals
arXiv preprint arXiv:1904.08378, 2019
Explaining and improving model behavior with k nearest neighbor representations
NF Rajani, B Krause, W Yin, T Niu, R Socher, C Xiong
arXiv preprint arXiv:2010.09030, 2020
Talking to myself: self-dialogues as data for conversational agents
J Fainberg, B Krause, M Dobre, M Damonte, E Kahembwe, D Duma, ...
arXiv preprint arXiv:1809.06641, 2018
Deep Extrapolation for Attribute-Enhanced Generation
A Chan, A Madani, B Krause, N Naik
Advances in Neural Information Processing Systems 34, 14084-14096, 2021
Taylorized Training: Towards Better Approximation of Neural Network Training at Finite Width
Y Bai, B Krause, H Wang, C Xiong, R Socher
arXiv preprint arXiv:2002.04010, 2020
XGen-7B Technical Report
E Nijkamp, T Xie, H Hayashi, B Pang, C Xia, C Xing, J Vig, S Yavuz, ...
arXiv preprint arXiv:2309.03450, 2023
Effectiveness of fast mapping to promote learning in schizophrenia
SA Korenic, SJ Nisonger, BW Krause, SA Wijtenburg, LE Hong, ...
Schizophrenia Research: Cognition 4, 24-31, 2016
Anterior cingulate GABA levels predict whole-brain cerebral blood flow
BW Krause, SA Wijtenburg, HH Holcomb, P Kochunov, DJJ Wang, ...
Neuroscience letters 561, 188-191, 2014
Reverse Engineering of Vaccine Antigens Using High Throughput Sequencing-enhanced mRNA Display
N Guo, H Duan, A Kachko, BW Krause, ME Major, PR Krause
EBioMedicine 2 (8), 859-867, 2015
Optimizing and Contrasting Recurrent Neural Network Architectures
B Krause
arXiv preprint arXiv:1510.04953, 2015
On the efficiency of recurrent neural network optimization algorithms
B Krause, L Lu, I Murray, S Renals
NIPS Optimization for Machine Learning Workshop, 2015
Improving antibody affinity using laboratory data with language model guided design
B Krause, S Subramanian, T Yuan, M Yang, A Sato, N Naik
bioRxiv, 2023
Flexible neural architectures for sequence modeling
B Krause
University of Edinburgh, 2020
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