Challenges and practices of deep learning model reengineering: A case study on computer vision
Context Many engineering organizations are reimplementing and extending deep neural
networks from the research community. We describe this process as deep learning model …
networks from the research community. We describe this process as deep learning model …
Exploring naming conventions (and defects) of pre-trained deep learning models in hugging face and other model hubs
W Jiang, C Cheung, GK Thiruvathukal… - ar** and training deep learning models is expensive, so software engineers have
begun to reuse pre-trained deep learning models (PTMs) and fine-tune them for …
begun to reuse pre-trained deep learning models (PTMs) and fine-tune them for …
A Quantitative Comparison of Pre-Trained Model Registries to Traditional Software Package Registries
J Jones - 2024 - search.proquest.com
Abstract Software Package Registries are an integral part of the Software Supply Chain,
acting as collaborative platforms that unite contributors, users, and packages, and …
acting as collaborative platforms that unite contributors, users, and packages, and …