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DLPaper2Code: Auto-generation of Code from Deep Learning Research Papers [article]

Akshay Sethi, Anush Sankaran, Naveen Panwar, Shreya Khare, Senthil Mani
2017 arXiv   pre-print
With an abundance of research papers in deep learning, reproducibility or adoption of the existing works becomes a challenge.  ...  To address these challenges, we propose a novel extensible approach, DLPaper2Code, to extract and understand deep learning design flow diagrams and tables available in a research paper and convert them  ...  Thus, Figure 1 : The architecture of the proposed creative system that extracts and understands the flow diagram from a deep learning research paper and generates an execution ready deep learning code  ... 
arXiv:1711.03543v1 fatcat:ecsgaxn2kzbqbax3xfwbwucsvu

Gaussian process decentralized data fusion meets transfer learning in large-scale distributed cooperative perception

Ruofei Ouyang, Bryan Kian Hsiang Low
2019 Autonomous Robots  
Exploration for Fast and Safe Policy Improvement Andrew Cohen, Lei Yu*, Robert Wright DLPaper2Code: Auto-generation of Code from Deep Learning Research Papers Akshay Sethi, Anush Sankaran*, Naveen Panwar  ...  Towards efficient detection of overlapping communities in massive networks Bingjie Sun*, Huawei Shen, Jinhua Gao, Wentao Ouyang, Xueqi Cheng Towards Generalization in QBF Solving via Machine Learning  ... 
doi:10.1007/s10514-018-09826-z fatcat:67yqhwmgozccxni56rxmuapjgm

Advances in Electron Microscopy with Deep Learning

Jeffrey Ede
2020 Zenodo  
This doctoral thesis covers some of my advances in electron microscopy with deep learning.  ...  generative adversarial networks for exit wavefunction reconstruction from single transmission electron micrographs.  ...  In addition, part of the text in section 1.2 is adapted from our earlier work with permission 201 under a Creative Commons Attribution 4.0 73 license.  ... 
doi:10.5281/zenodo.4399748 fatcat:63ggmnviczg6vlnqugbnrexsgy

Advances in Electron Microscopy with Deep Learning

Jeffrey Ede
2020 Zenodo  
This doctoral thesis covers some of my advances in electron microscopy with deep learning.  ...  generative adversarial networks for exit wavefunction reconstruction from single transmission electron micrographs.  ...  In addition, part of the text in section 1.2 is adapted from our earlier work with permission 201 under a Creative Commons Attribution 4.0 73 license.  ... 
doi:10.5281/zenodo.4598227 fatcat:hm2ksetmsvf37adjjefmmbakvq

Advances in Electron Microscopy with Deep Learning

Jeffrey Ede
2020 Zenodo  
This doctoral thesis covers some of my advances in electron microscopy with deep learning.  ...  generative adversarial networks for exit wavefunction reconstruction from single transmission electron micrographs.  ...  In addition, part of the text in section 1.2 is adapted from our earlier work with permission 201 under a Creative Commons Attribution 4.0 73 license.  ... 
doi:10.5281/zenodo.4591029 fatcat:zn2hvfyupvdwlnvsscdgswayci

Advances in Electron Microscopy with Deep Learning

Jeffrey Ede
2020 Zenodo  
This doctoral thesis covers some of my advances in electron microscopy with deep learning.  ...  generative adversarial networks for exit wavefunction reconstruction from single transmission electron micrographs.  ...  In addition, part of the text in section 1.2 is adapted from our earlier work with permission 201 under a Creative Commons Attribution 4.0 73 license.  ... 
doi:10.5281/zenodo.4413249 fatcat:35qbhenysfhvza2roihx52afuy

Advances in Electron Microscopy with Deep Learning

Jeffrey Ede
2020 Zenodo  
This doctoral thesis covers some of my advances in electron microscopy with deep learning.  ...  generative adversarial networks for exit wavefunction reconstruction from single transmission electron micrographs.  ...  In addition, part of the text in section 1.2 is adapted from our earlier work with permission 201 under a Creative Commons Attribution 4.0 73 license.  ... 
doi:10.5281/zenodo.4429792 fatcat:qs6yuapx4vdbdmwna7ix7nnwty

Advances in Electron Microscopy with Deep Learning

Jeffrey Ede
2020 Zenodo  
This doctoral thesis covers some of my advances in electron microscopy with deep learning.  ...  generative adversarial networks for exit wavefunction reconstruction from single transmission electron micrographs.  ...  In addition, part of the text in section 1.2 is adapted from our earlier work with permission 201 under a Creative Commons Attribution 4.0 73 license.  ... 
doi:10.5281/zenodo.4415407 fatcat:6dejwzzpmfegnfuktrld6zgpiq