Carlos Fernandez-Granda
Orcid: 0000-0001-7039-8606
According to our database1,
Carlos Fernandez-Granda
authored at least 40 papers
between 2012 and 2023.
Collaborative distances:
Collaborative distances:
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Bibliography
2023
Making Self-supervised Learning Robust to Spurious Correlation via Learning-speed Aware Sampling.
CoRR, 2023
Quantifying Impairment and Disease Severity Using AI Models Trained on Healthy Subjects.
CoRR, 2023
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
2022
IEEE Trans. Computational Imaging, 2022
Adaptive Test Allocation for Outbreak Detection and Tracking in Social Contact Networks.
SIAM J. Control. Optim., 2022
CoRR, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Interpretable Prediction of Lung Squamous Cell Carcinoma Recurrence With Self-supervised Learning.
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2022
Proceedings of the International Conference on Machine Learning, 2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
2021
An artificial intelligence system for predicting the deterioration of COVID-19 patients in the emergency department.
npj Digit. Medicine, 2021
CoRR, 2021
CoRR, 2021
CoRR, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Convolutional Normalization: Improving Deep Convolutional Network Robustness and Training.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Weakly-supervised High-resolution Segmentation of Mammography Images for Breast Cancer Diagnosis.
Proceedings of the Medical Imaging with Deep Learning, 7-9 July 2021, Lübeck, Germany., 2021
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021
2020
IEEE Trans. Inf. Theory, 2020
An artificial intelligence system for predicting the deterioration of COVID-19 patients in the emergency department.
CoRR, 2020
Be Like Water: Robustness to Extraneous Variables Via Adaptive Feature Normalization.
CoRR, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the Machine Learning for Healthcare Conference, 2020
Robust And Interpretable Blind Image Denoising Via Bias-Free Convolutional Neural Networks.
Proceedings of the 8th International Conference on Learning Representations, 2020
2019
CoRR, 2019
On the design of convolutional neural networks for automatic detection of Alzheimer's disease.
Proceedings of the Machine Learning for Health Workshop, 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
2018
2017
CoRR, 2017
2016
Demixing Sines and Spikes: Robust Spectral Super-resolution in the Presence of Outliers.
CoRR, 2016
2015
Proceedings of the 6th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2015
2013
Proceedings of the IEEE International Conference on Computer Vision, 2013
2012