متابعة
Carola-Bibiane Schönlieb
Carola-Bibiane Schönlieb
DAMTP, University of Cambridge
بريد إلكتروني تم التحقق منه على cam.ac.uk
عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
Common pitfalls and recommendations for using machine learning to detect and prognosticate for COVID-19 using chest radiographs and CT scans‏
M Roberts, D Driggs, M Thorpe, J Gilbey, M Yeung, S Ursprung, ...‏
Nature Machine Intelligence 3 (3), 199-217, 2021‏
8402021
Solving inverse problems using data-driven models‏
S Arridge, P Maass, O Öktem, CB Schönlieb‏
Acta Numerica 28, 1-174, 2019‏
5932019
Learning to diversify deep belief networks for hyperspectral image classification‏
P Zhong, Z Gong, S Li, CB Schönlieb‏
IEEE Transactions on Geoscience and Remote Sensing 55 (6), 3516-3530, 2017‏
3452017
Unified focal loss: Generalising dice and cross entropy-based losses to handle class imbalanced medical image segmentation‏
M Yeung, E Sala, CB Schönlieb, L Rundo‏
Computerized Medical Imaging and Graphics 95, 102026, 2022‏
3062022
A combined first and second order variational approach for image reconstruction‏
K Papafitsoros, CB Schönlieb‏
Journal of mathematical imaging and vision 48, 308-338, 2014‏
3042014
Adversarial regularizers in inverse problems‏
S Lunz, O Öktem, CB Schönlieb‏
Advances in neural information processing systems 31, 2018‏
2482018
Cahn–Hilliard inpainting and a generalization for grayvalue images‏
M Burger, L He, CB Schönlieb‏
SIAM Journal on Imaging Sciences 2 (4), 1129-1167, 2009‏
2082009
Stochastic primal-dual hybrid gradient algorithm with arbitrary sampling and imaging applications‏
A Chambolle, MJ Ehrhardt, P Richtárik, CB Schonlieb‏
SIAM Journal on Optimization 28 (4), 2783-2808, 2018‏
1792018
On the connection between adversarial robustness and saliency map interpretability‏
C Etmann, S Lunz, P Maass, CB Schönlieb‏
arXiv preprint arXiv:1905.04172, 2019‏
1612019
Unconditionally stable schemes for higher order inpainting‏
A Bertozzi, CB Schönlieb‏
Communications in Mathematical Sciences 9 (2), 413-457, 2011‏
1492011
A deep-learning pipeline for the diagnosis and discrimination of viral, non-viral and COVID-19 pneumonia from chest X-ray images‏
G Wang, X Liu, J Shen, C Wang, Z Li, L Ye, X Wu, T Chen, K Wang, ...‏
Nature biomedical engineering 5 (6), 509-521, 2021‏
1422021
Partial differential equation methods for image inpainting‏
CB Schönlieb‏
Cambridge University Press, 2015‏
1342015
Variational depth from focus reconstruction‏
M Moeller, M Benning, C Schönlieb, D Cremers‏
IEEE Transactions on Image Processing 24 (12), 5369-5378, 2015‏
1272015
Imaging with Kantorovich--Rubinstein Discrepancy‏
J Lellmann, DA Lorenz, C Schonlieb, T Valkonen‏
SIAM Journal on Imaging Sciences 7 (4), 2833-2859, 2014‏
1232014
Bilevel parameter learning for higher-order total variation regularisation models‏
JC De los Reyes, CB Schönlieb, T Valkonen‏
Journal of Mathematical Imaging and Vision 57 (1), 1-25, 2017‏
1222017
Image denoising: learning the noise model via nonsmooth PDE-constrained optimization.‏
JC De los Reyes, CB Schönlieb‏
Inverse Problems & Imaging 7 (4), 2013‏
1092013
Bilevel approaches for learning of variational imaging models‏
L Calatroni, C Chung, JC De Los Reyes, CB Schönlieb, T Valkonen‏
Variational Methods: In Imaging and Geometric Control 18 (252), 2, 2017‏
1042017
Conditional image generation with score-based diffusion models‏
G Batzolis, J Stanczuk, CB Schönlieb, C Etmann‏
arXiv preprint arXiv:2111.13606, 2021‏
1022021
Tuning-free plug-and-play proximal algorithm for inverse imaging problems‏
K Wei, A Aviles-Rivero, J Liang, Y Fu, CB Schönlieb, H Huang‏
International Conference on Machine Learning, 10158-10169, 2020‏
992020
Focus U-Net: A novel dual attention-gated CNN for polyp segmentation during colonoscopy‏
M Yeung, E Sala, CB Schönlieb, L Rundo‏
Computers in biology and medicine 137, 104815, 2021‏
972021
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مقالات 1–20