Sang Michael Xie
Publications by Year
Research Areas
Topic Modeling, Machine Learning and Data Classification, Natural Language Processing Techniques, Domain Adaptation and Few-Shot Learning, Adversarial Robustness in Machine Learning
Most-Cited Works
- → Combining satellite imagery and machine learning to predict poverty(2016)1,597 cited
- → Transfer Learning from Deep Features for Remote Sensing and Poverty Mapping(2016)423 cited
- → Weakly Supervised Deep Learning for Segmentation of Remote Sensing Imagery(2020)250 cited
- → Adversarial Training Can Hurt Generalization(2019)144 cited
- → A Soft Range Limited K-Nearest Neighbors Algorithm for Indoor Localization Enhancement(2018)136 cited
- → Holistic Evaluation of Language Models(2022)115 cited
- → Understanding and Mitigating the Tradeoff Between Robustness and\n Accuracy(2020)67 cited
- → Why Do Pretrained Language Models Help in Downstream Tasks? An Analysis of Head and Prompt Tuning(2021)33 cited