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DEEP LEARNING IN PRACTICE/
Publicado em 2022Assuntos: “...Deep learning (Machine learning)...”
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Efficient neural network verification and training
Publicado em 2023Assuntos: “...Deep learning (Machine learning)...”
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Learning object-centric representations
Publicado em 2019Assuntos: “...Deep learning (Machine learning)...”
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Generative modelling on constrained manifolds
Publicado em 2024Assuntos: “...Deep learning (Machine learning)...”
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5
On kernel and feature learning in neural networks
Publicado em 2022Assuntos: “...Deep learning (Machine learning)...”
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Counting with limited supervision
Publicado em 2023Assuntos: “...Deep learning (Machine learning)...”
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Scalable continual deep learning with computational cost considerations
Publicado em 2025Assuntos: “...Deep learning (Machine learning)...”
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Efficient large language models for the NHS and psychiatry
Publicado em 2024Assuntos: “...Deep learning (Machine learning)...”
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Understanding Gaussian noise injections in neural networks
Publicado em 2021Assuntos: “...Deep learning (Machine learning)...”
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High performance deep learning on resource constrained platforms
Publicado em 2021Assuntos: “...Deep learning (Machine learning)...”
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11
Towards robust machine learning with graph neural networks
Publicado em 2022Assuntos: “...Deep learning (Machine learning)...”
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Generative modelling: addressing open problems in model misspecification and differential privacy
Publicado em 2023Assuntos: “...Deep learning (Machine learning)...”
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Measuring Laser Beams with a Neural Network (Data)
Publicado em 2022Assuntos: “...Deep learning (Machine learning)...”
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Deep Antimicrobial Susceptibility Phenotyping (DASP) Training and Evaluation Dataset, and Trained Models.
Publicado em 2023Assuntos: “...Deep learning (Machine learning)...”
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Deep learning algorithms for predicting association between antibody sequence, structure, and antibody properties
Publicado em 2021Assuntos: “...Deep learning (Machine learning)...”
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Towards efficient and reliable neural networks
Publicado em 2024Assuntos: “...Deep learning (Machine learning)...”
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18
Towards data-efficient deep learning with meta-learning and symmetries
Publicado em 2023Assuntos:Thesis -
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