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Meike Nauta

3 papers · 2021–2023 · 2 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

Venues

CVPR (2) IJCAI (1)

Top co-authors

Christin Seifert (3) Jörg Schlötterer (2) Shreyasi Pathak (1) Van Bach Nguyen (1) Phuong Quynh Le (1) Ron van Bree (1) Maurice van Keulen (1)

Research topics

Artificial Intelligence (3) Core AI · Artificial Intelligence (3) Computer Vision (2) Deep Learning (2) Machine Learning (2) Core Methods (2) Learning Types · Deep Learning (2) Analysis (1) Architectures (1) Core AI · Computer Vision (1) Learning Types · Machine Learning (1)

Keywords

prototype learning (2) self-supervised learning (1) explainable ai (1) model interpretability (1) human vision (1) fine-grained recognition (1) decision tree (1) interpretable model (1) evaluation metric (1) prototypical part (1) semantic gap (1) explanation quality (1) neural network (1) interpretable image classification (1) image classification (1) prototypical patch (1)

Papers

Benchmarking eXplainable AI - A Survey on Available Toolkits and Open Challenges IJCAI 2023 PIP-Net: Patch-Based Intuitive Prototypes for Interpretable Image Classification CVPR 2023 Neural Prototype Trees for Interpretable Fine-Grained Image Recognition CVPR 2021