Recent & Upcoming Talks
2021
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Disentangling Human Error from the Ground Truth in Segmentation
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Modelling Uncertainty in Deep Learning for Safer Medical Image Processing
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How To Teach Machines When Experts Disagree
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2020
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Modelling Uncertainty in Deep Learning for Safer Medical Image Processing
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2019
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Modelling human uncertainty: how to teach machines when experts disagree with each other
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Modelling human uncertainty: how to teach machines when experts disagree with each other
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Adaptive Neural Trees
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Neural Networks and Decision Trees
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Neural Networks and Decision Trees
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2018
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なぜ不確実性をモデルする必要があるのか ~より安全なディープラーニングの医療画像解析応用に向けて
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なぜ不確実性をモデルする必要があるのか ~より安全なディープラーニングの医療画像解析応用に向けて
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How to Combine Neural Networks and Decision Trees
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Learning from noisy data: how to teach machines when doctors disagree with each other
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How to Combine Neural Networks and Decision Trees
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Adaptive Neural Trees
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2017
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Exploring Uncertainty in dMRI Super-resolution via Probabilistic CNNs
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Exploring Uncertainty in dMRI Super-resolution via Probabilistic CNNs
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Exploring Uncertainty in dMRI Super-resolution via Probabilistic CNNs
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Bayesian Image Quality Transfer with CNNs: Exploring Uncertainty in dMRI Super-Resolution
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