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Adam Prügel-Bennett

Rethinking Deep Thinking: Stable Learning of Algorithms using Lipschitz Constraints

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Oct 30, 2024
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Semantic Segmentation by Semantic Proportions

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May 24, 2023
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Generalisation and the Risk--Entropy Curve

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Feb 15, 2022
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Orthogonalising gradients to speed up neural network optimisation

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Feb 14, 2022
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On Data-centric Myths

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Nov 22, 2021
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On the Effects of Data Distortion on Model Analysis and Training

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Oct 26, 2021
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GeoCLR: Georeference Contrastive Learning for Efficient Seafloor Image Interpretation

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Aug 13, 2021
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Language Models as Zero-shot Visual Semantic Learners

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Jul 26, 2021
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What Remains of Visual Semantic Embeddings

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Jul 26, 2021
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Object detection for crabs in top-view seabed imagery

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May 02, 2021
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