Leveraging Deepfakes to Close the Domain Gap between Real and Synthetic Images in Facial Capture Pipelines.
CoRR, 2022
Biological structure and function emerge from scaling unsupervised learning to 250 million protein sequences.
,
,
,
,
,
,
,
,
,
,
Proc. Natl. Acad. Sci. USA, 2021
Learning Algorithms for Automatic Data Structure Design.
Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021
Parameter-Efficient Transfer Learning with Diff Pruning.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021
Analyzing Machine-Learned Representations: A Natural Language Case Study.
Cogn. Sci., 2020
Sequence-Level Mixed Sample Data Augmentation.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020
PointContrast: Unsupervised Pre-training for 3D Point Cloud Understanding.
Proceedings of the Computer Vision - ECCV 2020, 2020
Learning Data Structure Alchemy.
,
,
,
,
,
,
,
,
,
,
IEEE Data Eng. Bull., 2019
CraftAssist: A Framework for Dialogue-enabled Interactive Agents.
CoRR, 2019
MicroNet for Efficient Language Modeling.
Proceedings of the NeurIPS 2019 Competition and Demonstration Track, 2019
Order-Aware Generative Modeling Using the 3D-Craft Dataset.
,
,
,
,
,
,
,
,
,
,
,
,
,
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019
The Periodic Table of Data Structures.
,
,
,
,
,
,
,
,
,
,
IEEE Data Eng. Bull., 2018
The Internals of the Data Calculator.
CoRR, 2018
The Data Calculator: Data Structure Design and Cost Synthesis from First Principles and Learned Cost Models.
Proceedings of the 2018 International Conference on Management of Data, 2018
Latent Alignment and Variational Attention.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Evaluating Compositionality in Sentence Embeddings.
Proceedings of the 40th Annual Meeting of the Cognitive Science Society, 2018
Past and Future Steps for Adaptive Storage Data Systems: From Shallow to Deep Adaptivity.
Proceedings of the Real-Time Business Intelligence and Analytics, 2016