Tom Nuno Wolf

According to our database, Tom Nuno Wolf authored at least 10 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

DISCO: Mitigating Bias in Deep Learning with Conditional Distance Correlation.

Emre Kavak, Tom Nuno Wolf, Christian Wachinger

CoRR, June, 2025

WASUP: Interpretable Classification with Weight-Input Alignment and Class-Discriminative SUPports Vectors.

Tom Nuno Wolf, Christian Wachinger

CoRR, January, 2025

X-SiT: Inherently Interpretable Surface Vision Transformers for Dementia Diagnosis.

Fabian Bongratz, Tom Nuno Wolf, Jaume Gual Ramon, Christian Wachinger

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2025, 2025

SIC: Similarity-Based Interpretable Image Classification with Neural Networks.

Tom Nuno Wolf, Emre Kavak, Fabian Bongratz, Christian Wachinger

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

2024

From Barlow Twins to Triplet Training: Differentiating Dementia with Limited Data.

Yitong Li, Tom Nuno Wolf, Sebastian Pölsterl, Igor Yakushev, Dennis M. Hedderich, Christian Wachinger

Proceedings of the Medical Imaging with Deep Learning, 3-5 July 2024, Paris, France., 2024

Keep the Faith: Faithful Explanations in Convolutional Neural Networks for Case-Based Reasoning.

Tom Nuno Wolf, Fabian Bongratz, Anne-Marie Rickmann, Sebastian Pölsterl, Christian Wachinger

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Don't PANIC: Prototypical Additive Neural Network for Interpretable Classification of Alzheimer's Disease.

Tom Nuno Wolf, Sebastian Pölsterl, Christian Wachinger

Proceedings of the Information Processing in Medical Imaging, 2023

HALOS: Hallucination-Free Organ Segmentation After Organ Resection Surgery.

Anne-Marie Rickmann, Murong Xu, Tom Nuno Wolf, Oksana P. Kovalenko, Christian Wachinger

Proceedings of the Information Processing in Medical Imaging, 2023

2022

DAFT: A universal module to interweave tabular data and 3D images in CNNs.

Tom Nuno Wolf, Sebastian Pölsterl, Christian Wachinger, Alzheimer's Disease Neuroimaging Initiative, Australian Imaging Biomarkers Lifestyle flagship study of ageing

NeuroImage, 2022

2021

Combining 3D Image and Tabular Data via the Dynamic Affine Feature Map Transform.

Sebastian Pölsterl, Tom Nuno Wolf, Christian Wachinger

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021