Get our free extension to see links to code for papers anywhere online!

Chrome logo  Add to Chrome

Firefox logo Add to Firefox
Picture for David R. So

David R. So
Alert button

EvoPrompting: Language Models for Code-Level Neural Architecture Search


Feb 28, 2023
Angelica Chen, David M. Dohan, David R. So

Add code
Alert button

Figure 1 for EvoPrompting: Language Models for Code-Level Neural Architecture Search
Figure 2 for EvoPrompting: Language Models for Code-Level Neural Architecture Search
Figure 3 for EvoPrompting: Language Models for Code-Level Neural Architecture Search
Figure 4 for EvoPrompting: Language Models for Code-Level Neural Architecture Search

   Access Paper or Ask Questions
  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Unified Functional Hashing in Automatic Machine Learning


Feb 10, 2023
Ryan Gillard, Stephen Jonany, Yingjie Miao, Michael Munn, Connal de Souza, Jonathan Dungay, Chen Liang, David R. So, Quoc V. Le, Esteban Real

Add code
Alert button

Figure 1 for Unified Functional Hashing in Automatic Machine Learning
Figure 2 for Unified Functional Hashing in Automatic Machine Learning
Figure 3 for Unified Functional Hashing in Automatic Machine Learning
Figure 4 for Unified Functional Hashing in Automatic Machine Learning

   Access Paper or Ask Questions
  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Transcending Scaling Laws with 0.1% Extra Compute


Oct 20, 2022
Yi Tay, Jason Wei, Hyung Won Chung, Vinh Q. Tran, David R. So, Siamak Shakeri, Xavier Garcia, Huaixiu Steven Zheng, Jinfeng Rao, Aakanksha Chowdhery, Denny Zhou, Donald Metzler, Slav Petrov, Neil Houlsby, Quoc V. Le, Mostafa Dehghani

Add code
Alert button

Figure 1 for Transcending Scaling Laws with 0.1% Extra Compute
Figure 2 for Transcending Scaling Laws with 0.1% Extra Compute
Figure 3 for Transcending Scaling Laws with 0.1% Extra Compute
Figure 4 for Transcending Scaling Laws with 0.1% Extra Compute

   Access Paper or Ask Questions
  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Primer: Searching for Efficient Transformers for Language Modeling


Sep 17, 2021
David R. So, Wojciech Mańke, Hanxiao Liu, Zihang Dai, Noam Shazeer, Quoc V. Le

Add code
Alert button

Figure 1 for Primer: Searching for Efficient Transformers for Language Modeling
Figure 2 for Primer: Searching for Efficient Transformers for Language Modeling
Figure 3 for Primer: Searching for Efficient Transformers for Language Modeling
Figure 4 for Primer: Searching for Efficient Transformers for Language Modeling
* "Primer: Searching for Efficient Transformers for Language Modeling" initial preprint. 35 pages 
   Access Paper or Ask Questions
  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Pay Attention to MLPs


Jun 01, 2021
Hanxiao Liu, Zihang Dai, David R. So, Quoc V. Le

Add code
Alert button

Figure 1 for Pay Attention to MLPs
Figure 2 for Pay Attention to MLPs
Figure 3 for Pay Attention to MLPs
Figure 4 for Pay Attention to MLPs

   Access Paper or Ask Questions
  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

MUFASA: Multimodal Fusion Architecture Search for Electronic Health Records


Feb 03, 2021
Zhen Xu, David R. So, Andrew M. Dai

Add code
Alert button

Figure 1 for MUFASA: Multimodal Fusion Architecture Search for Electronic Health Records
Figure 2 for MUFASA: Multimodal Fusion Architecture Search for Electronic Health Records
Figure 3 for MUFASA: Multimodal Fusion Architecture Search for Electronic Health Records
Figure 4 for MUFASA: Multimodal Fusion Architecture Search for Electronic Health Records
* Accepted for publication at the Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI-21) 
   Access Paper or Ask Questions
  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

AutoML-Zero: Evolving Machine Learning Algorithms From Scratch


Mar 06, 2020
Esteban Real, Chen Liang, David R. So, Quoc V. Le

Add code
Alert button

Figure 1 for AutoML-Zero: Evolving Machine Learning Algorithms From Scratch
Figure 2 for AutoML-Zero: Evolving Machine Learning Algorithms From Scratch
Figure 3 for AutoML-Zero: Evolving Machine Learning Algorithms From Scratch
Figure 4 for AutoML-Zero: Evolving Machine Learning Algorithms From Scratch

   Access Paper or Ask Questions
  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Towards a Human-like Open-Domain Chatbot


Feb 27, 2020
Daniel Adiwardana, Minh-Thang Luong, David R. So, Jamie Hall, Noah Fiedel, Romal Thoppilan, Zi Yang, Apoorv Kulshreshtha, Gaurav Nemade, Yifeng Lu, Quoc V. Le

Add code
Alert button

Figure 1 for Towards a Human-like Open-Domain Chatbot
Figure 2 for Towards a Human-like Open-Domain Chatbot
Figure 3 for Towards a Human-like Open-Domain Chatbot
Figure 4 for Towards a Human-like Open-Domain Chatbot
* 38 pages, 12 figures 
   Access Paper or Ask Questions
  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email
1
2
>>