Demi Guo
Demi Guo
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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
Evaluating compositionality in sentence embeddings
I Dasgupta, D Guo, A Stuhlmüller, SJ Gershman, ND Goodman
arXiv preprint arXiv:1802.04302, 2018
Latent alignment and variational attention
Y Deng, Y Kim, J Chiu, D Guo, AM Rush
arXiv preprint arXiv:1807.03756, 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
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
The periodic table of data structures
S Idreos, K Zoumpatianos, M Athanassoulis, N Dayan, B Hentschel, ...
IEEE Data Eng. Bull., 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
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
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
Sequence-level mixed sample data augmentation
D Guo, Y Kim, AM Rush
arXiv preprint arXiv:2011.09039, 2020
Parameter-Efficient Transfer Learning with Diff Pruning
D Guo, AM Rush, Y Kim
arXiv preprint arXiv:2012.07463, 2020
Analyzing Machine‐Learned Representations: A Natural Language Case Study
I Dasgupta, D Guo, SJ Gershman, ND Goodman
Cognitive Science 44 (12), e12925, 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
The Internals of The Data Calculator
S Idreos, K Zoumpatianos, B Hentschel, MS Kester, D Guo
arXiv preprint arXiv:1808.02066, 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
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