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2107.00821
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An Experience Report on Machine Learning Reproducibility: Guidance for Practitioners and TensorFlow Model Garden Contributors
2 July 2021
Vishnu Banna
Akhil Chinnakotla
Zhengxin Yan
Anirudh Vegesana
Naveen Vivek
Kruthi Krishnappa
Wenxin Jiang
Yung-Hsiang Lu
George K. Thiruvathukal
James C. Davis
VLM
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Papers citing
"An Experience Report on Machine Learning Reproducibility: Guidance for Practitioners and TensorFlow Model Garden Contributors"
5 / 5 papers shown
Title
A Partial Replication of MaskFormer in TensorFlow on TPUs for the TensorFlow Model Garden
Vishal Purohit
Wenxin Jiang
Akshath R. Ravikiran
James C. Davis
34
1
0
29 Apr 2024
Challenges and Practices of Deep Learning Model Reengineering: A Case Study on Computer Vision
Wenxin Jiang
Vishnu Banna
Naveen Vivek
Abhinav Goel
Nicholas Synovic
George K. Thiruvathukal
James C. Davis
VLM
37
18
0
13 Mar 2023
Discrepancies among Pre-trained Deep Neural Networks: A New Threat to Model Zoo Reliability
Diego Montes
Pongpatapee Peerapatanapokin
Jeff Schultz
Chengjun Guo
Wenxin Jiang
James C. Davis
18
14
0
05 Mar 2023
Reproducibility of Machine Learning: Terminology, Recommendations and Open Issues
Riccardo Albertoni
Sara Colantonio
Piotr Skrzypczyñski
J. Stefanowski
26
10
0
24 Feb 2023
A Survey on Machine Learning Techniques for Source Code Analysis
Tushar Sharma
M. Kechagia
Stefanos Georgiou
Rohit Tiwari
Indira Vats
Hadi Moazen
Federica Sarro
25
61
0
18 Oct 2021
1