James Urquhart Allingham

2 papers · 2023–2024 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

ICML (1) NeurIPS (1)

Top co-authors

David Krueger (1) José Miguel Hernández-Lobato (1) Bruno Kacper Mlodozeniec (1) Javier Antoran (1) Yin Cui (1) Richard E. Turner (1) Richard E Turner (1) Michael W Dusenberry (1) Shreyas Padhy (1) Balaji Lakshminarayanan (1)

Research topics

Machine Learning (2) Core Methods (2) Learning Types · Machine Learning (2) Artificial Intelligence (1) Computer Vision (1) Deep Learning (1) Application Areas (1) Core AI · Artificial Intelligence (1) Core AI · Computer Vision (1) Learning Types · Deep Learning (1) Models (1)

Keywords

image classification (1) contrastive learning (1) data augmentation (1) group theory (1) generative model (1) generalization capability (1) zero-shot classification (1) symmetry transformation (1) affine transformation (1) prompt ensemble (1) text-image model (1) prompt ensembling (1) test log-likelihood (1) prompt weighting (1)

Papers

A Generative Model of Symmetry Transformations NeurIPS 2024 A Simple Zero-shot Prompt Weighting Technique to Improve Prompt Ensembling in Text-Image Models ICML 2023