Deep Learning
The Sea Surface Height Edition J. Emmanuel Johnson
The ocean is a crucial component of the Earth's system.
Appendix A Prompt Retrieval A.1 Implementation Details
V ariable batch size According to our budget decay scheme, the total budget (200 human annotations + 800 GPT -3.5 annotations) allocated for human annotation is 100, 50, 25, 13 (rounded up from
Interpretability at Scale: Identifying Causal Mechanisms in Alpaca Zhengxuan Wu, Atticus Geiger
Obtaining human-interpretable explanations of large, general-purpose language models is an urgent goal for AI safety.
Deep Learning in Medical Image Registration: Magic or Mirage?
While optimization-based methods boast gen-eralizability across modalities and robust performance, learning-based methods promise peak performance, incorporating weak supervision and amortized optimization. However, the exact conditions for either paradigm to perform well over the other are shrouded and not explicitly outlined in the existing literature.
Benchmarking Foundation Models with Language-Model-as-an-Examiner Y ushi Bai
Our data and benchmarking results are available at: http://lmexam.xlore.cn.
