Demi Guo

25 papers A* 2B 1Journal 15Unranked 7
YearRankTypeTitle / Venue / Authors
2022 J jnl
Leveraging Deepfakes to Close the Domain Gap between Real and Synthetic Images in Facial Capture Pipelines.
CoRR
Winnie Lin, Yilin Zhu, Demi Guo, Ron Fedkiw
2021 J jnl
Biological structure and function emerge from scaling unsupervised learning to 250 million protein sequences.
Proc. Natl. Acad. Sci. USA
Alexander Rives, Joshua Meier, Tom Sercu, Siddharth Goyal, Zeming Lin, Jason Liu, Demi Guo, Myle Ott, C. Lawrence Zitnick, Jerry Ma, Rob Fergus
2021 — conf
Learning Algorithms for Automatic Data Structure Design.
SIGMOD Conference
Demi Guo
2021 — conf
Parameter-Efficient Transfer Learning with Diff Pruning.
ACL/IJCNLP (1)
Demi Guo, Alexander M. Rush, Yoon Kim
2020 J jnl
Analyzing Machine-Learned Representations: A Natural Language Case Study.
Cogn. Sci.
Ishita Dasgupta, Demi Guo, Samuel J. Gershman, Noah D. Goodman
2020 J jnl
MicroNet for Efficient Language Modeling.
CoRR
Zhongxia Yan, Hanrui Wang, Demi Guo, Song Han
2020 J jnl
Parameter-Efficient Transfer Learning with Diff Pruning.
CoRR
Demi Guo, Alexander M. Rush, Yoon Kim
2020 — conf
PointContrast: Unsupervised Pre-training for 3D Point Cloud Understanding.
ECCV (3)
Saining Xie, Jiatao Gu, Demi Guo, Charles R. Qi, Leonidas J. Guibas, Or Litany
2020 J jnl
PointContrast: Unsupervised Pre-training for 3D Point Cloud Understanding.
CoRR
Saining Xie, Jiatao Gu, Demi Guo, Charles R. Qi, Leonidas J. Guibas, Or Litany
2020 — conf
Sequence-Level Mixed Sample Data Augmentation.
EMNLP (1)
Demi Guo, Yoon Kim, Alexander M. Rush
2020 J jnl
Sequence-Level Mixed Sample Data Augmentation.
CoRR
Demi Guo, Yoon Kim, Alexander M. Rush
2019 J jnl
Analyzing machine-learned representations: A natural language case study.
CoRR
Ishita Dasgupta, Demi Guo, Samuel J. Gershman, Noah D. Goodman
2019 J jnl
CraftAssist: A Framework for Dialogue-enabled Interactive Agents.
CoRR
Jonathan Gray, Kavya Srinet, Yacine Jernite, Haonan Yu, Zhuoyuan Chen, Demi Guo, Siddharth Goyal, C. Lawrence Zitnick, Arthur Szlam
2019 J jnl
Learning Data Structure Alchemy.
IEEE Data Eng. Bull.
Stratos Idreos, Kostas Zoumpatianos, Subarna Chatterjee, Wilson Qin, Abdul Wasay, Brian Hentschel, Mike S. Kester, Niv Dayan, Demi Guo, Minseo Kang, Yiyou Sun
2019 — conf
MicroNet for Efficient Language Modeling.
NeurIPS (Competition and Demos)
Zhongxia Yan, Hanrui Wang, Demi Guo, Song Han
2019 A* conf
Order-Aware Generative Modeling Using the 3D-Craft Dataset.
ICCV
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
2019 J jnl
Why Build an Assistant in Minecraft?
CoRR
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
2018 B conf
Evaluating Compositionality in Sentence Embeddings.
CogSci
Ishita Dasgupta, Demi Guo, Andreas Stuhlmüller, Samuel Gershman, Noah D. Goodman
2018 J jnl
Evaluating Compositionality in Sentence Embeddings.
CoRR
Ishita Dasgupta, Demi Guo, Andreas Stuhlmüller, Samuel J. Gershman, Noah D. Goodman
2018 A* conf
Latent Alignment and Variational Attention.
NeurIPS
Yuntian Deng, Yoon Kim, Justin T. Chiu, Demi Guo, Alexander M. Rush
2018 J jnl
Latent Alignment and Variational Attention.
CoRR
Yuntian Deng, Yoon Kim, Justin T. Chiu, Demi Guo, Alexander M. Rush
2018 — conf
The Data Calculator: Data Structure Design and Cost Synthesis from First Principles and Learned Cost Models.
SIGMOD Conference
Stratos Idreos, Kostas Zoumpatianos, Brian Hentschel, Michael S. Kester, Demi Guo
2018 J jnl
The Internals of the Data Calculator.
CoRR
Stratos Idreos, Kostas Zoumpatianos, Brian Hentschel, Michael S. Kester, Demi Guo
2018 J jnl
The Periodic Table of Data Structures.
IEEE Data Eng. Bull.
Stratos Idreos, Kostas Zoumpatianos, Manos Athanassoulis, Niv Dayan, Brian Hentschel, Michael S. Kester, Demi Guo, Lukas M. Maas, Wilson Qin, Abdul Wasay, Yiyou Sun
2016 — conf
Past and Future Steps for Adaptive Storage Data Systems: From Shallow to Deep Adaptivity.
BIRTE (Revised Selected Papers)
Stratos Idreos, Manos Athanassoulis, Niv Dayan, Demi Guo, Mike S. Kester, Lukas M. Maas, Kostas Zoumpatianos