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Ivor J. A. Simpson
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2020 – today
- 2024
- [j7]Kieran A. Gibb, Alice Eldridge, Christopher J. Sandom, Ivor J. A. Simpson:
Towards interpretable learned representations for ecoacoustics using variational auto-encoding. Ecol. Informatics 80: 102449 (2024) - [e2]Marc Modat
, Ivor J. A. Simpson
Biomedical Image Registration - 11th International Workshop, WBIR 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 6, 2024, Proceedings. Lecture Notes in Computer Science 15249, Springer 2024, ISBN 978-3-031-73479-3 [contents] - [i10]Aisha L. Shuaibu, Ivor J. A. Simpson:
HyperPredict: Estimating Hyperparameter Effects for Instance-Specific Regularization in Deformable Image Registration. CoRR abs/2403.02069 (2024) - 2023
- [c15]Xuanlong Yu, Yi Zuo, Zitao Wang, Xiaowen Zhang, Jiaxuan Zhao, Yuting Yang, Licheng Jiao, Rui Peng, Xinyi Wang, Junpei Zhang, Kexin Zhang, Fang Liu, Roberto Alcover-Couso, Juan C. SanMiguel, Marcos Escudero-Viñolo
The Robust Semantic Segmentation UNCV2023 Challenge Results. ICCV (Workshops) 2023: 4620-4630 - [i9]Xuanlong Yu, Yi Zuo, Zitao Wang, Xiaowen Zhang, Jiaxuan Zhao, Yuting Yang, Licheng Jiao, Rui Peng, Xinyi Wang, Junpei Zhang, Kexin Zhang, Fang Liu, Roberto Alcover-Couso, Juan C. SanMiguel, Marcos Escudero-Viñolo
The Robust Semantic Segmentation UNCV2023 Challenge Results. CoRR abs/2309.15478 (2023) - 2022
- [c14]Ivor J. A. Simpson
Learning Structured Gaussians to Approximate Deep Ensembles. CVPR 2022: 366-374 - [c13]Rui Guo
MusIAC: An Extensible Generative Framework for Music Infilling Applications with Multi-level Control. EvoMUSART 2022: 341-356 - [c12]Boyko Vodenicharski, Samuel McDermott, Katherine M. Webber, Viola Introini, Pietro Cicuta, Richard W. Bowman, Ivor J. A. Simpson, Neill D. F. Campbell:
Cell Anomaly Localisation using Structured Uncertainty Prediction Networks. MIDL 2022: 1285-1300 - [c11]Ivor J. A. Simpson, Balázs Örzsik
Motion Correction in Low SNR MRI Using an Approximate Rician Log-Likelihood. WBIR 2022: 147-155 - [i8]Rui Guo, Ivor Simpson, Chris Kiefer, Thor Magnusson, Dorien Herremans:
MusIAC: An extensible generative framework for Music Infilling Applications with multi-level Control. CoRR abs/2202.05528 (2022) - [i7]Ivor J. A. Simpson, Ashley McManamon, Alan J. Stone, Nicholas P. Blockley, Alessandro Colasanti, Mara Cercignani:
Flexible Amortized Variational Inference in qBOLD MRI. CoRR abs/2203.05845 (2022) - [i6]Ivor J. A. Simpson, Sara Vicente, Neill D. F. Campbell:
Learning Structured Gaussians to Approximate Deep Ensembles. CoRR abs/2203.15485 (2022) - [i5]Margaret Duff, Ivor J. A. Simpson, Matthias J. Ehrhardt, Neill D. F. Campbell:
Compressed Sensing MRI Reconstruction Regularized by VAEs with Structured Image Covariance. CoRR abs/2210.14586 (2022) - 2020
- [c10]Garoe Dorta, Sara Vicente, Neill D. F. Campbell
The GAN That Warped: Semantic Attribute Editing With Unpaired Data. CVPR 2020: 5355-5364 - [c9]Lukas Günthermann
Smartphone location identification and transport mode recognition using an ensemble of generative adversarial networks. UbiComp/ISWC Adjunct 2020: 311-316 - [i4]Rui Guo, Ivor Simpson, Thor Magnusson, Chris Kiefer, Dorien Herremans
A variational autoencoder for music generation controlled by tonal tension. CoRR abs/2010.06230 (2020)
2010 – 2019
- 2018
- [c8]Garoe Dorta
Structured Uncertainty Prediction Networks. CVPR 2018: 5477-5485 - [i3]Garoe Dorta, Sara Vicente, Lourdes Agapito, Neill D. F. Campbell, Ivor Simpson:
Training VAEs Under Structured Residuals. CoRR abs/1804.01050 (2018) - [i2]Jan Rühaak, Thomas Polzin, Stefan Heldmann, Ivor J. A. Simpson, Heinz Handels, Jan Modersitzki, Mattias P. Heinrich:
Estimation of Large Motion in Lung CT by Integrating Regularized Keypoint Correspondences into Dense Deformable Registration. CoRR abs/1807.00467 (2018) - [i1]Garoe Dorta, Sara Vicente, Neill D. F. Campbell, Ivor Simpson:
The GAN that Warped: Semantic Attribute Editing with Unpaired Data. CoRR abs/1811.12784 (2018) - 2017
- [j6]Jan Rühaak
Estimation of Large Motion in Lung CT by Integrating Regularized Keypoint Correspondences into Dense Deformable Registration. IEEE Trans. Medical Imaging 36(8): 1746-1757 (2017) - [c7]Garoe Dorta
Laplacian Pyramid of Conditional Variational Autoencoders. CVMP 2017: 7:1-7:9 - 2016
- [j5]Mattias P. Heinrich
Deformable image registration by combining uncertainty estimates from supervoxel belief propagation. Medical Image Anal. 27: 57-71 (2016) - [j4]Andrew Melbourne
NiftyFit: a Software Package for Multi-parametric Model-Fitting of 4D Magnetic Resonance Imaging Data. Neuroinformatics 14(3): 319-337 (2016) - 2015
- [j3]Ivor J. A. Simpson
Probabilistic non-linear registration with spatially adaptive regularisation. Medical Image Anal. 26(1): 203-216 (2015) - [c6]Mattias P. Heinrich
Estimating Large Lung Motion in COPD Patients by Symmetric Regularised Correspondence Fields. MICCAI (2) 2015: 338-345 - 2014
- [c5]Marc Modat, Ivor J. A. Simpson
Simulating Neurodegeneration through Longitudinal Population Analysis of Structural and Diffusion Weighted MRI Data. MICCAI (3) 2014: 57-64 - [e1]Manuel Jorge Cardoso, Ivor J. A. Simpson, Tal Arbel, Doina Precup, Annemie Ribbens:
Bayesian and grAphical Models for Biomedical Imaging - First International Workshop, BAMBI 2014, Cambridge, MA, USA, September 18, 2014, Revised Selected Papers. Lecture Notes in Computer Science 8677, Springer 2014, ISBN 978-3-319-12288-5 [contents] - 2013
- [j2]Ivor J. A. Simpson
Ensemble Learning Incorporating Uncertain Registration. IEEE Trans. Medical Imaging 32(4): 748-756 (2013) - [c4]Ivor J. A. Simpson
A Bayesian Approach for Spatially Adaptive Regularisation in Non-rigid Registration. MICCAI (2) 2013: 10-18 - 2012
- [j1]Ivor J. A. Simpson
Probabilistic inference of regularisation in non-rigid registration. NeuroImage 59(3): 2438-2451 (2012) - [c3]Ivor J. A. Simpson
A probabilistic non-rigid registration framework using local noise estimates. ISBI 2012: 688-691 - 2011
- [c2]Ivor J. A. Simpson
Longitudinal Brain MRI Analysis with Uncertain Registration. MICCAI (2) 2011: 647-654 - [c1]Ivor J. A. Simpson, Mark W. Woolrich, Julia A. Schnabel:
Probabilistic Segmentation Propagation from Uncertainty in Registration. MIUA 2011: 153-158
Coauthor Index
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