Demi Guo
Publications by Year
Research Areas
Topic Modeling, Multimodal Machine Learning Applications, Natural Language Processing Techniques, Advanced Data Storage Technologies, Domain Adaptation and Few-Shot Learning
Most-Cited Works
- → Biological structure and function emerge from scaling unsupervised learning to 250 million protein sequences(2021)2,898 cited
- → PointContrast: Unsupervised Pre-training for 3D Point Cloud Understanding(2020)540 cited
- → Parameter-Efficient Transfer Learning with Diff Pruning(2021)193 cited
- → Latent Alignment and Variational Attention(2018)85 cited
- → The Data Calculator(2018)78 cited
- → Sequence-Level Mixed Sample Data Augmentation(2020)69 cited
- The Periodic Table of Data Structures(2018)