Demi Guo

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C. Lawrence ZitnickFacebook AI ResearchVerified email at fb.com
Stratos IdreosHarvard UniversityVerified email at seas.harvard.edu
Kostas ZoumpatianosSnowflake ComputingVerified email at snowflake.com
Ishita DasguptaResearch Scientist, DeepMind New York CityVerified email at google.com
Alexander M. RushAssociate Professor, Cornell UniversityVerified email at seas.harvard.edu
Yoon KimMIT-IBM Watson AI LabVerified email at seas.harvard.edu
Samuel GershmanProfessor, Harvard UniversityVerified email at fas.harvard.edu
Noah D. GoodmanStanford UniversityVerified email at stanford.edu
Rob FergusResearch Scientist, DeepMind. Professor of Computer Science, New York UniversityVerified email at cs.nyu.edu
Yuntian DengPhD Student, Harvard UniversityVerified email at seas.harvard.edu
Justin T ChiuCornell TechVerified email at cornell.edu
Saining XieResearch Scientist, Facebook AI Research (FAIR)Verified email at fb.com
Leonidas GuibasProfessor of Computer Science, Stanford UniversityVerified email at cs.stanford.edu
Subarna ChatterjeeJohn A. Paulson School Of Engineering And Applied Sciences, Harvard UniversityVerified email at seas.harvard.edu

Demi Guo

Harvard University

Verified email at college.harvard.edu - Homepage


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Biological Structure and Function Emerge from Scaling Unsupervised Learning to 250 Million Protein Sequences A Rives, S Goyal, J Meier, D Guo, M Ott, CL Zitnick, J Ma, R Fergus bioRxiv, 622803, 2019	85	2019
Evaluating compositionality in sentence embeddings I Dasgupta, D Guo, A Stuhlmüller, SJ Gershman, ND Goodman arXiv preprint arXiv:1802.04302, 2018	75	2018
Latent alignment and variational attention Y Deng, Y Kim, J Chiu, D Guo, AM Rush arXiv preprint arXiv:1807.03756, 2018	71	2018
The data calculator: Data structure design and cost synthesis from first principles and learned cost models S Idreos, K Zoumpatianos, B Hentschel, MS Kester, D Guo Proceedings of the 2018 International Conference on Management of Data, 535-550, 2018	40	2018
PointContrast: Unsupervised pre-training for 3D point cloud understanding S Xie, J Gu, D Guo, CR Qi, L Guibas, O Litany European Conference on Computer Vision, 574-591, 2020	18	2020
The Periodic Table of Data Structures. S Idreos, K Zoumpatianos, M Athanassoulis, N Dayan, B Hentschel, ... IEEE Data Eng. Bull. 41 (3), 64-75, 2018	16*	2018
Craftassist: A framework for dialogue-enabled interactive agents J Gray, K Srinet, Y Jernite, H Yu, Z Chen, D Guo, S Goyal, CL Zitnick, ... arXiv preprint arXiv:1907.08584, 2019	8	2019
Learning data structure alchemy S Idreos, K Zoumpatianos, S Chatterjee, W Qin, A Wasay, B Hentschel, ... Bulletin of the IEEE Computer Society Technical Committee on Data …, 2019	8	2019
Why Build an Assistant in Minecraft? A Szlam, J Gray, K Srinet, Y Jernite, A Joulin, G Synnaeve, D Kiela, H Yu, ... arXiv preprint arXiv:1907.09273, 2019	4	2019
Analyzing Machine‐Learned Representations: A Natural Language Case Study I Dasgupta, D Guo, SJ Gershman, ND Goodman Cognitive Science 44 (12), e12925, 2020	3	2020
Sequence-level mixed sample data augmentation D Guo, Y Kim, AM Rush arXiv preprint arXiv:2011.09039, 2020	2	2020
Order-Aware Generative Modeling Using the 3D-Craft Dataset Z Chen, D Guo, T Xiao, S Xie, X Chen, H Yu, J Gray, K Srinet, H Fan, J Ma, ... Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2019	2	2019
Parameter-Efficient Transfer Learning with Diff Pruning D Guo, AM Rush, Y Kim arXiv preprint arXiv:2012.07463, 2020	1	2020
The Internals of The Data Calculator S Idreos, K Zoumpatianos, B Hentschel, MS Kester, D Guo arXiv preprint arXiv:1808.02066, 2018	1	2018
Past and future steps for adaptive storage data systems: From shallow to deep adaptivity S Idreos, M Athanassoulis, N Dayan, D Guo, MS Kester, L Maas, ... Real-Time Business Intelligence and Analytics, 85-94, 2015	1	2015

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