| 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 | 2348 | 2019 |
| Pointcontrast: Unsupervised pre-training for 3d point cloud understanding S Xie, J Gu, D Guo, CR Qi, L Guibas, O Litany Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23 …, 2020 | 701 | 2020 |
| Parameter-efficient transfer learning with diff pruning D Guo, AM Rush, Y Kim ACL 2021, 2020 | 413 | 2020 |
| Latent alignment and variational attention Y Deng, Y Kim, J Chiu, D Guo, A Rush Advances in neural information processing systems 31, 2018 | 156 | 2018 |
| Evaluating compositionality in sentence embeddings I Dasgupta, D Guo, A Stuhlmüller, SJ Gershman, ND Goodman CogSci 2018, 2018 | 142 | 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 | 103 | 2018 |
| Sequence-level mixed sample data augmentation D Guo, Y Kim, AM Rush EMNLP 2020, 2020 | 99 | 2020 |
| The periodic table of data structures S Idreos, K Zoumpatianos, M Athanassoulis, N Dayan, B Hentschel, ... IEEE Data Eng. Bull., 2018 | 47* | 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 | 39 | 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 | 30 | 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 | 25 | 2019 |
| Analyzing machine‐learned representations: A natural language case study I Dasgupta, D Guo, SJ Gershman, ND Goodman Cognitive Science 44 (12), e12925, 2020 | 12 | 2020 |
| Micronet for efficient language modeling Z Yan, H Wang, D Guo, S Han NeurIPS 2019 Competition and Demonstration Track, 215-231, 2020 | 10 | 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 | 8 | 2019 |
| 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: International Workshops …, 2019 | 7 | 2019 |
| The internals of the data calculator S Idreos, K Zoumpatianos, B Hentschel, MS Kester, D Guo arXiv preprint arXiv:1808.02066, 2018 | 5 | 2018 |
| Leveraging Deepfakes to Close the Domain Gap between Real and Synthetic Images in Facial Capture Pipelines W Lin, Y Zhu, D Guo, R Fedkiw arXiv preprint arXiv:2204.10746, 2022 | 3 | 2022 |
| Learning Algorithms for Automatic Data Structure Design D Guo Proceedings of the 2021 International Conference on Management of Data, 2923 …, 2021 | 1 | 2021 |
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