A simple way to make neural networks robust against diverse image corruptions

E Rusak, L Schott, RS Zimmermann, J Bitterwolf… - Computer Vision–ECCV …, 2020 - Springer
The human visual system is remarkably robust against a wide range of naturally occurring
variations and corruptions like rain or snow. In contrast, the performance of modern image …

On robustness of prompt-based semantic parsing with large pre-trained language model: An empirical study on codex

TY Zhuo, Z Li, Y Huang, F Shiri, W Wang… - arxiv preprint arxiv …, 2023 - arxiv.org
Semantic parsing is a technique aimed at constructing a structured representation of the
meaning of a natural-language question. Recent advancements in few-shot language …