Researcher profile

David A. Clifton

2 papers in the PaperMetrix corpus

Publications

Papers by this author

Multimodal Learning with Transformers: A Survey

2022 · arXiv (Cornell University)

Transformer is a promising neural network learner, and has achieved great success in various machine learning tasks. Thanks to the recent prevalence of multimodal applications and big data, Transformer-based multimodal learning has become a hot …
All models are local: time to replace external validation with recurrent local validation

2023 · arXiv (Cornell University)

External validation is often recommended to ensure the generalizability of ML models. However, it neither guarantees generalizability nor equates to a model's clinical usefulness (the ultimate goal of any clinical decision-support tool). External validation is …