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Gustavo Carneiro

Australian Institute for Machine Learning

AI-Powered Prediction of Nanoparticle Pharmacokinetics: A Multi-View Learning Approach

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Mar 18, 2025
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Set a Thief to Catch a Thief: Combating Label Noise through Noisy Meta Learning

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Feb 22, 2025
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Leveraging Labelled Data Knowledge: A Cooperative Rectification Learning Network for Semi-supervised 3D Medical Image Segmentation

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Feb 17, 2025
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Coverage-Constrained Human-AI Cooperation with Multiple Experts

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Nov 18, 2024
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Fair Distillation: Teaching Fairness from Biased Teachers in Medical Imaging

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Nov 18, 2024
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Rethinking Weight-Averaged Model-merging

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Nov 14, 2024
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Cross- and Intra-image Prototypical Learning for Multi-label Disease Diagnosis and Interpretation

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Nov 07, 2024
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ANNE: Adaptive Nearest Neighbors and Eigenvector-based Sample Selection for Robust Learning with Noisy Labels

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Nov 03, 2024
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Human-AI Collaborative Multi-modal Multi-rater Learning for Endometriosis Diagnosis

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Sep 03, 2024
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MetaAug: Meta-Data Augmentation for Post-Training Quantization

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Jul 27, 2024
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