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jiang784

authored 5 papers about 2 years ago

An Experience Report on Machine Learning Reproducibility: Guidance for Practitioners and TensorFlow Model Garden Contributors

Paper • 2107.00821 • Published Jul 2, 2021

Challenges and Practices of Deep Learning Model Reengineering: A Case Study on Computer Vision

Paper • 2303.07476 • Published Mar 13, 2023

An Empirical Study of Pre-Trained Model Reuse in the Hugging Face Deep Learning Model Registry

Paper • 2303.02552 • Published Mar 5, 2023

Analysis of Failures and Risks in Deep Learning Model Converters: A Case Study in the ONNX Ecosystem

Paper • 2303.17708 • Published Mar 30, 2023

PTMTorrent: A Dataset for Mining Open-source Pre-trained Model Packages

Paper • 2303.08934 • Published Mar 15, 2023