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David R So
David R So
Staff Research Engineer, Google Brain
Verified email at google.com
Title
Cited by
Cited by
Year
Towards a human-like open-domain chatbot
D Adiwardana, MT Luong, DR So, J Hall, N Fiedel, R Thoppilan, Z Yang, ...
arXiv preprint arXiv:2001.09977, 2020
7432020
The Evolved Transformer
DR So, C Liang, QV Le
International Conference on Machine Learning 2019, 2019
4162019
Carbon emissions and large neural network training
D Patterson, J Gonzalez, Q Le, C Liang, LM Munguia, D Rothchild, D So, ...
arXiv preprint arXiv:2104.10350, 2021
2802021
Pay Attention to MLPs
H Liu, Z Dai, DR So, QV Le
Conference on Neural Information Processing Systems 2021, 2021
2492021
Automl-zero: Evolving machine learning algorithms from scratch
E Real, C Liang, DR So, QV Le
International Conference on Machine Learning 2020, 2020
1902020
Primer: Searching for Efficient Transformers for Language Modeling
DR So, W Mańke, H Liu, Z Dai, N Shazeer, QV Le
Conference on Neural Information Processing Systems 2021, 2021
69*2021
Classification of crystallization outcomes using deep convolutional neural networks
AE Bruno, P Charbonneau, J Newman, EH Snell, DR So, V Vanhoucke, ...
PLOS one 13 (6), e0198883, 2018
692018
The carbon footprint of machine learning training will plateau, then shrink
D Patterson, J Gonzalez, U Hölzle, Q Le, C Liang, LM Munguia, ...
Computer 55 (7), 18-28, 2022
612022
Towards a human-like open-domain chatbot. arXiv 2020
D Adiwardana, MT Luong, DR So, J Hall, N Fiedel, R Thoppilan, Z Yang, ...
arXiv preprint arXiv:2001.09977, 0
23
Transcending scaling laws with 0.1% extra compute
Y Tay, J Wei, HW Chung, VQ Tran, DR So, S Shakeri, X Garcia, HS Zheng, ...
arXiv preprint arXiv:2210.11399, 2022
162022
MUFASA: Multimodal Fusion Architecture Search for Electronic Health Records
Z Xu, DR So, AM Dai
Association for the Advancement of Artificial Intelligence 2021, 2021
162021
Towards a Human-like Open-Domain Chatbot. arXiv e-prints, page
D Adiwardana, MT Luong, DR So, J Hall, N Fiedel, R Thoppilan, Z Yang, ...
arXiv preprint arXiv:2001.09977, 4171-4186, 2020
122020
Computationally efficient neural network architecture search
DM Dohan, DR So, C Liang, QV Le
US Patent 10,997,503, 2021
102021
Palm 2 technical report
R Anil, AM Dai, O Firat, M Johnson, D Lepikhin, A Passos, S Shakeri, ...
arXiv preprint arXiv:2305.10403, 2023
52023
Towards a human-like open-domain chatbot
A Kulshreshtha, DDF Adiwardana, DR So, G Nemade, J Hall, N Fiedel, ...
22020
Improving image generative models with human interactions
AK Lampinen, D So, D Eck, F Bertsch
arXiv preprint arXiv:1709.10459, 2017
22017
EvoPrompting: Language Models for Code-Level Neural Architecture Search
A Chen, DM Dohan, DR So
arXiv preprint arXiv:2302.14838, 2023
12023
Machine learning algorithm search
C Liang, DR So, EA Real, QV Le
US Patent App. 17/795,087, 2022
12022
Evolving modular neural sequence architectures with genetic programming
D Dohan, D So, Q Le
Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2018
12018
Unified Functional Hashing in Automatic Machine Learning
R Gillard, S Jonany, Y Miao, M Munn, C de Souza, J Dungay, C Liang, ...
arXiv preprint arXiv:2302.05433, 2023
2023
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