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papers

Publications (9)

Generative Image Translation for Data Augmentation of Bone Lesion Pathology

Anant Gupta, Srivas Venkatesh, Sumit Chopra +1

Real-Time Video Super-Resolution with Spatio-Temporal Networks and Motion Compensation

Jose Caballero, Christian Ledig, Andrew Aitken +4

Is the deconvolution layer the same as a convolutional layer?

Wenzhe Shi, Jose Caballero, Lucas Theis +4

Employing Weak Annotations for Medical Image Analysis Problems

Martin Rajchl, Lisa M. Koch, Christian Ledig +4

Unsupervised domain adaptation in brain lesion segmentation with adversarial networks

Konstantinos Kamnitsas, Christian Baumgartner, Christian Ledig +8

Checkerboard artifact free sub-pixel convolution: A note on sub-pixel convolution, resize convolution and convolution resize

Andrew Aitken, Christian Ledig, Lucas Theis +3

Efficient Multi-Scale 3D CNN with Fully Connected CRF for Accurate Brain Lesion Segmentation

Konstantinos Kamnitsas, Christian Ledig, Virginia F. J. Newcombe +5

Generative adversarial networks and adversarial methods in biomedical image analysis

Jelmer M. Wolterink, Konstantinos Kamnitsas, Christian Ledig +1

Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network

Christian Ledig, Lucas Theis, Ferenc Huszar +8