Daniel Rueckert

A Structured, Tagged, and Localized Visual Question Answering Dataset with Full Sentence Answers and Scene Graphs for Chest X-ray Images

Beyond Uniformity: Regularizing Implicit Neural Representations through a Lipschitz Lens

Efficient numeracy in language models through single-token number embeddings

Topograph: An Efficient Graph-Based Framework for Strictly Topology Preserving Image Segmentation

SIM: Surface-based fMRI Analysis for Inter-Subject Multimodal Decoding from Movie-Watching Experiments

Gradient-Weight Alignment as a Train-Time Proxy for Generalization in Classification Tasks

Laplace Sample Information: Data Informativeness Through a Bayesian Lens

Towards Generalisable Time Series Understanding Across Domains

Improved Localized Machine Unlearning Through the Lens of Memorization

Image registration is a geometric deep learning task

Structured Joint Aleatoric and Epistemic Uncertainty for High Dimensional Output Spaces

On Gradient-Weight Alignment

Learning Visual Prompts for Guiding the Attention of Vision Transformers