Jeffrey De Fauw

According to our database1, Jeffrey De Fauw authored at least 8 papers between 2016 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
Self-Supervised MultiModal Versatile Networks.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019
Data-Efficient Image Recognition with Contrastive Predictive Coding.
CoRR, 2019

Hierarchical Autoregressive Image Models with Auxiliary Decoders.
CoRR, 2019

2018
Deep learning to achieve clinically applicable segmentation of head and neck anatomy for radiotherapy.
CoRR, 2018

A Probabilistic U-Net for Segmentation of Ambiguous Images.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

2016
Automated analysis of retinal imaging using machine learning techniques for computer vision.
F1000Research, 2016

Applying machine learning to automated segmentation of head and neck tumour volumes and organs at risk on radiotherapy planning CT and MRI scans.
F1000Research, 2016

Exploiting Cyclic Symmetry in Convolutional Neural Networks.
Proceedings of the 33nd International Conference on Machine Learning, 2016


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