Demi Guo

According to our database, Demi Guo authored at least 18 papers between 2016 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2022

Leveraging Deepfakes to Close the Domain Gap between Real and Synthetic Images in Facial Capture Pipelines.

Winnie Lin, Yilin Zhu, Demi Guo, Ron Fedkiw

CoRR, 2022

2021

Biological structure and function emerge from scaling unsupervised learning to 250 million protein sequences.

Alexander Rives, Joshua Meier, Tom Sercu, Siddharth Goyal, Zeming Lin, Jason Liu, Demi Guo, Myle Ott, C. Lawrence Zitnick, Jerry Ma, Rob Fergus

Proc. Natl. Acad. Sci. USA, 2021

Learning Algorithms for Automatic Data Structure Design.

Demi Guo

Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

Parameter-Efficient Transfer Learning with Diff Pruning.

Demi Guo, Alexander M. Rush, Yoon Kim

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

Analyzing Machine-Learned Representations: A Natural Language Case Study.

Ishita Dasgupta, Demi Guo, Samuel J. Gershman, Noah D. Goodman

Cogn. Sci., 2020

Sequence-Level Mixed Sample Data Augmentation.

Demi Guo, Yoon Kim, Alexander M. Rush

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

PointContrast: Unsupervised Pre-training for 3D Point Cloud Understanding.

Saining Xie, Jiatao Gu, Demi Guo, Charles R. Qi, Leonidas J. Guibas, Or Litany

Proceedings of the Computer Vision - ECCV 2020, 2020

2019

Learning Data Structure Alchemy.

Stratos Idreos, Kostas Zoumpatianos, Subarna Chatterjee, Wilson Qin, Abdul Wasay, Brian Hentschel, Mike S. Kester, Niv Dayan, Demi Guo, Minseo Kang, Yiyou Sun

IEEE Data Eng. Bull., 2019

Why Build an Assistant in Minecraft?

Arthur Szlam, Jonathan Gray, Kavya Srinet, Yacine Jernite, Armand Joulin, Gabriel Synnaeve, Douwe Kiela, Haonan Yu, Zhuoyuan Chen, Siddharth Goyal, Demi Guo, Danielle Rothermel, C. Lawrence Zitnick, Jason Weston

CoRR, 2019

CraftAssist: A Framework for Dialogue-enabled Interactive Agents.

Jonathan Gray, Kavya Srinet, Yacine Jernite, Haonan Yu, Zhuoyuan Chen, Demi Guo, Siddharth Goyal, C. Lawrence Zitnick, Arthur Szlam

CoRR, 2019

MicroNet for Efficient Language Modeling.

Zhongxia Yan, Hanrui Wang, Demi Guo, Song Han

Proceedings of the NeurIPS 2019 Competition and Demonstration Track, 2019

Order-Aware Generative Modeling Using the 3D-Craft Dataset.

Zhuoyuan Chen, Kavya Srinet, Charles R. Qi, Haoqi Fan, Jerry Ma, Larry Zitnick, Demi Guo, Tong Xiao, Saining Xie, Xinlei Chen, Arthur Szlam, Shubham Tulsiani, Haonan Yu, Jonathan Gray

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

2018

The Periodic Table of Data Structures.

Stratos Idreos, Kostas Zoumpatianos, Manos Athanassoulis, Niv Dayan, Brian Hentschel, Michael S. Kester, Demi Guo, Lukas M. Maas, Wilson Qin, Abdul Wasay, Yiyou Sun

IEEE Data Eng. Bull., 2018

The Internals of the Data Calculator.

Stratos Idreos, Kostas Zoumpatianos, Brian Hentschel, Michael S. Kester, Demi Guo

CoRR, 2018

The Data Calculator: Data Structure Design and Cost Synthesis from First Principles and Learned Cost Models.

Stratos Idreos, Kostas Zoumpatianos, Brian Hentschel, Michael S. Kester, Demi Guo

Proceedings of the 2018 International Conference on Management of Data, 2018

Latent Alignment and Variational Attention.

Yuntian Deng, Yoon Kim, Justin T. Chiu, Demi Guo, Alexander M. Rush

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Evaluating Compositionality in Sentence Embeddings.

Ishita Dasgupta, Demi Guo, Andreas Stuhlmüller, Samuel Gershman, Noah D. Goodman

Proceedings of the 40th Annual Meeting of the Cognitive Science Society, 2018

2016

Past and Future Steps for Adaptive Storage Data Systems: From Shallow to Deep Adaptivity.

Stratos Idreos, Manos Athanassoulis, Niv Dayan, Demi Guo, Mike S. Kester, Lukas M. Maas, Kostas Zoumpatianos

Proceedings of the Real-Time Business Intelligence and Analytics, 2016