Guillaume Godin

Orcid: 0000-0001-9828-386X

According to our database1, Guillaume Godin authored at least 10 papers between 2018 and 2020.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2020
Transformer-CNN: Swiss knife for QSAR modeling and interpretation.
J. Cheminformatics, 2020

GEN: highly efficient SMILES explorer using autodidactic generative examination networks.
J. Cheminformatics, 2020

Beyond Chemical 1D knowledge using Transformers.
CoRR, 2020

Augmented Transformer Achieves 97% and 85% for Top5 Prediction of Direct and Classical Retro-Synthesis.
CoRR, 2020

2019
Transformer-CNN: Fast and Reliable tool for QSAR.
CoRR, 2019

Multitask Learning On Graph Neural Networks Applied To Molecular Property Predictions.
CoRR, 2019

Deep Generative Model for Sparse Graphs using Text-Based Learning with Augmentation in Generative Examination Networks.
CoRR, 2019

Augmentation Is What You Need!
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019 - 28th International Conference on Artificial Neural Networks, Munich, Germany, September 17-19, 2019, Proceedings, 2019

A Transformer Model for Retrosynthesis.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019 - 28th International Conference on Artificial Neural Networks, Munich, Germany, September 17-19, 2019, Proceedings, 2019

2018
Synergy Effect between Convolutional Neural Networks and the Multiplicity of SMILES for Improvement of Molecular Prediction.
CoRR, 2018


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