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 | 677 | 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 | 375 | 2020 |
Multiplicative LSTM for sequence modelling B Krause, L Lu, I Murray, S Renals arXiv preprint arXiv:1609.07959, 2016 | 254 | 2016 |
Dynamic evaluation of neural sequence models B Krause, E Kahembwe, I Murray, S Renals International Conference on Machine Learning, 2766-2775, 2018 | 148 | 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 | 119 | 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 | 51 | 2017 |
Dynamic Evaluation of Transformer Language Models B Krause, E Kahembwe, I Murray, S Renals arXiv preprint arXiv:1904.08378, 2019 | 44 | 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 | 36 | 2020 |
Deep Extrapolation for Attribute-Enhanced Generation A Chan, A Madani, B Krause, N Naik Advances in Neural Information Processing Systems 34, 14084-14096, 2021 | 28 | 2021 |
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 | 25 | 2023 |
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 | 22 | 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 | 22 | 2018 |
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 | 12 | 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 | 10 | 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 | 9 | 2015 |
Optimizing and Contrasting Recurrent Neural Network Architectures B Krause arXiv preprint arXiv:1510.04953, 2015 | 3 | 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 | 3 | 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 | 1 | 2023 |
Flexible neural architectures for sequence modeling B Krause University of Edinburgh, 2020 | 1 | 2020 |