Neil Houlsby
Publications by Year
Research Areas
Domain Adaptation and Few-Shot Learning, Multimodal Machine Learning Applications, Advanced Neural Network Applications, Topic Modeling, Natural Language Processing Techniques
Most-Cited Works
- → An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale(2020)21,334 cited
- → MLP-Mixer: An all-MLP Architecture for Vision(2021)1,444 cited
- → Scaling Vision Transformers(2022)752 cited
- → Bayesian Active Learning for Classification and Preference Learning(2011)491 cited
- → Underspecification Presents Challenges for Credibility in Modern Machine Learning(2020)430 cited
- → Self-Supervised GANs via Auxiliary Rotation Loss(2019)333 cited
- → Simple Open-Vocabulary Object Detection(2022)250 cited
- → Robust and data-efficient generalization of self-supervised machine learning for diagnostic imaging(2023)214 cited
- → PaLI: A Jointly-Scaled Multilingual Language-Image Model(2022)194 cited