Tom Nuno Wolf

15 papers A* 1Journal 9Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
DISCO: Mitigating Bias in Deep Learning with Conditional Distance Correlation.
CoRR
Emre Kavak, Tom Nuno Wolf, Christian Wachinger
2025 J jnl
WASUP: Interpretable Classification with Weight-Input Alignment and Class-Discriminative SUPports Vectors.
CoRR
Tom Nuno Wolf, Christian Wachinger
2025 — conf
X-SiT: Inherently Interpretable Surface Vision Transformers for Dementia Diagnosis.
MICCAI (14)
Fabian Bongratz, Tom Nuno Wolf, Jaume Gual Ramon, Christian Wachinger
2025 J jnl
X-SiT: Inherently Interpretable Surface Vision Transformers for Dementia Diagnosis.
CoRR
Fabian Bongratz, Tom Nuno Wolf, Jaume Gual Ramon, Christian Wachinger
2024 — conf
From Barlow Twins to Triplet Training: Differentiating Dementia with Limited Data.
MIDL
Yitong Li, Tom Nuno Wolf, Sebastian Pölsterl, Igor Yakushev, Dennis M. Hedderich, Christian Wachinger
2024 J jnl
From Barlow Twins to Triplet Training: Differentiating Dementia with Limited Data.
CoRR
Yitong Li, Tom Nuno Wolf, Sebastian Pölsterl, Igor Yakushev, Dennis M. Hedderich, Christian Wachinger
2024 A* conf
Keep the Faith: Faithful Explanations in Convolutional Neural Networks for Case-Based Reasoning.
AAAI
Tom Nuno Wolf, Fabian Bongratz, Anne-Marie Rickmann, Sebastian Pölsterl, Christian Wachinger
2023 — conf
Don't PANIC: Prototypical Additive Neural Network for Interpretable Classification of Alzheimer's Disease.
IPMI
Tom Nuno Wolf, Sebastian Pölsterl, Christian Wachinger
2023 J jnl
Don't PANIC: Prototypical Additive Neural Network for Interpretable Classification of Alzheimer's Disease.
CoRR
Tom Nuno Wolf, Sebastian Pölsterl, Christian Wachinger
2023 — conf
HALOS: Hallucination-Free Organ Segmentation After Organ Resection Surgery.
IPMI
Anne-Marie Rickmann, Murong Xu, Tom Nuno Wolf, Oksana P. Kovalenko, Christian Wachinger
2023 J jnl
HALOS: Hallucination-free Organ Segmentation after Organ Resection Surgery.
CoRR
Anne-Marie Rickmann, Murong Xu, Tom Nuno Wolf, Oksana P. Kovalenko, Christian Wachinger
2023 J jnl
Keep the Faith: Faithful Explanations in Convolutional Neural Networks for Case-Based Reasoning.
CoRR
Tom Nuno Wolf, Fabian Bongratz, Anne-Marie Rickmann, Sebastian Pölsterl, Christian Wachinger
2022 J jnl
DAFT: A universal module to interweave tabular data and 3D images in CNNs.
NeuroImage
Tom Nuno Wolf, Sebastian Pölsterl, Christian Wachinger, Alzheimer's Disease Neuroimaging Initiative, Australian Imaging Biomarkers Lifestyle flagship study of ageing
2021 — conf
Combining 3D Image and Tabular Data via the Dynamic Affine Feature Map Transform.
MICCAI (5)
Sebastian Pölsterl, Tom Nuno Wolf, Christian Wachinger
2021 J jnl
Combining 3D Image and Tabular Data via the Dynamic Affine Feature Map Transform.
CoRR
Sebastian Pölsterl, Tom Nuno Wolf, Christian Wachinger