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Carlos Fernandez-Granda

Understanding differences in applying DETR to natural and medical images

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May 27, 2024
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Making Self-supervised Learning Robust to Spurious Correlation via Learning-speed Aware Sampling

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Nov 29, 2023
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Quantifying Impairment and Disease Severity Using AI Models Trained on Healthy Subjects

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Nov 21, 2023
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Principled and Efficient Transfer Learning of Deep Models via Neural Collapse

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Jan 04, 2023
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Avoiding spurious correlations via logit correction

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Dec 02, 2022
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Multiple Instance Learning via Iterative Self-Paced Supervised Contrastive Learning

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Oct 17, 2022
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Evaluating Unsupervised Denoising Requires Unsupervised Metrics

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Oct 12, 2022
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Interpretable Prediction of Lung Squamous Cell Carcinoma Recurrence With Self-supervised Learning

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Mar 23, 2022
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PrimSeq: a deep learning-based pipeline to quantitate rehabilitation training

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Dec 22, 2021
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Deep Probability Estimation

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Nov 21, 2021
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