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Tom Nuno Wolf

4 papers · 2024–2025 · 4 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10)

Venues

AAAI (1) ICCV (1) MICCAI (1) MIDL (1)

Top co-authors

Christian Wachinger (4) Fabian Bongratz (3) Sebastian Pölsterl (2) Emre Kavak (1) Dennis M. Hedderich (1) Igor Yakushev (1) Yitong Li (1) Jaume Gual Ramon (1) Anne-Marie Rickmann (1)

Research topics

Deep Learning (3) Machine Learning (3) Artificial Intelligence (2) Architectures (2) Core AI (2) Core Methods (2) Computer Vision (1) Analysis (1) Application Areas (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Optimization & Theory (1) Techniques (1)

Keywords

case-based reasoning (2) self-supervised learning (1) support vector (1) convolutional neural network (1) latent space (1) interpretable neural network (1) barlow twin (1) shapley value (1) attribution map (1) fine tuning (1) model explainability (1) similarity scoring (1) balanced accuracy (1) neural network (1) image classification (1) self distillation (1)

Papers

SIC: Similarity-Based Interpretable Image Classification with Neural Networks ICCV 2025 X-SiT: Inherently Interpretable Surface Vision Transformers for Dementia Diagnosis MICCAI 2025 From Barlow Twins to Triplet Training: Differentiating Dementia with Limited Data MIDL 2024 Keep the Faith: Faithful Explanations in Convolutional Neural Networks for Case-Based Reasoning AAAI 2024