Jeffrey De Fauw

11 papers A* 3Journal 8

Year	Rank	Type	Title / Venue / Authors
2020	A*	`conf`	Self-Supervised MultiModal Versatile Networks. NeurIPS Jean-Baptiste Alayrac, Adrià Recasens, Rosalia Schneider, Relja Arandjelovic, Jason Ramapuram, Jeffrey De Fauw, Lucas Smaira, Sander Dieleman, Andrew Zisserman
2020	J	`jnl`	Self-Supervised MultiModal Versatile Networks. CoRR Jean-Baptiste Alayrac, Adrià Recasens, Rosalia Schneider, Relja Arandjelovic, Jason Ramapuram, Jeffrey De Fauw, Lucas Smaira, Sander Dieleman, Andrew Zisserman
2019	J	`jnl`	Data-Efficient Image Recognition with Contrastive Predictive Coding. CoRR Olivier J. Hénaff, Aravind Srinivas, Jeffrey De Fauw, Ali Razavi, Carl Doersch, S. M. Ali Eslami, Aäron van den Oord
2019	J	`jnl`	Hierarchical Autoregressive Image Models with Auxiliary Decoders. CoRR Jeffrey De Fauw, Sander Dieleman, Karen Simonyan
2018	A*	`conf`	A Probabilistic U-Net for Segmentation of Ambiguous Images. NeurIPS Simon Kohl, Bernardino Romera-Paredes, Clemens Meyer, Jeffrey De Fauw, Joseph R. Ledsam, Klaus H. Maier-Hein, S. M. Ali Eslami, Danilo Jimenez Rezende, Olaf Ronneberger
2018	J	`jnl`	A Probabilistic U-Net for Segmentation of Ambiguous Images. CoRR Simon A. A. Kohl, Bernardino Romera-Paredes, Clemens Meyer, Jeffrey De Fauw, Joseph R. Ledsam, Klaus H. Maier-Hein, S. M. Ali Eslami, Danilo Jimenez Rezende, Olaf Ronneberger
2018	J	`jnl`	Deep learning to achieve clinically applicable segmentation of head and neck anatomy for radiotherapy. CoRR Stanislav Nikolov, Sam Blackwell, Ruheena Mendes, Jeffrey De Fauw, Clemens Meyer, Cían Hughes, Harry Askham, Bernardino Romera-Paredes, Alan Karthikesalingam, Carlton Chu, Dawn Carnell, Cheng Boon, Derek D'Souza, Syed Ali Moinuddin, Kevin Sullivan, DeepMind Radiographer Consortium, Hugh Montgomery, Geraint Rees, Ricky Sharma, Mustafa Suleyman, Trevor Back, Joseph R. Ledsam, Olaf Ronneberger
2016	J	`jnl`	Applying machine learning to automated segmentation of head and neck tumour volumes and organs at risk on radiotherapy planning CT and MRI scans. F1000Research Carlton Chu, Jeffrey De Fauw, Nenad Tomasev, Bernardino Romera-Paredes, Cían Hughes, Joseph R. Ledsam, Trevor Back, Hugh Montgomery, Geraint Rees, Rosalind Raine, Kevin Sullivan, Syed Ali Moinuddin, Derek D'Souza, Olaf Ronneberger, Ruheena Mendes, Julien Cornebise
2016	J	`jnl`	Automated analysis of retinal imaging using machine learning techniques for computer vision. F1000Research Jeffrey De Fauw, Pearse A. Keane, Nenad Tomasev, Daniel Visentin, George van den Driessche, Mike Johnson, Cían Hughes, Carlton Chu, Joseph R. Ledsam, Trevor Back, Tunde Peto, Geraint Rees, Hugh Montgomery, Rosalind Raine, Olaf Ronneberger, Julien Cornebise
2016	A*	`conf`	Exploiting Cyclic Symmetry in Convolutional Neural Networks. ICML Sander Dieleman, Jeffrey De Fauw, Koray Kavukcuoglu
2016	J	`jnl`	Exploiting Cyclic Symmetry in Convolutional Neural Networks. CoRR Sander Dieleman, Jeffrey De Fauw, Koray Kavukcuoglu