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Alina Jade Barnett

4 papers · 2022–2026 · 3 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 🐣 Hot Topic Early Bird 🏆 Keyword Champion (3)

Venues

CVPR (2) MICCAI (1) WACV (1)

Top co-authors

Jon Donnelly (4) Cynthia Rudin (3) Zhicheng Guo (2) Chaofan Chen (2) Maximillian Machado (1) M. Brandon Westover (1) Adam Costarino (1) Ioannis Karakis (1) Emmanuel Mokel (1) Lesia Semenova (1)

Research topics

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

Keywords

prototypical part network (3) interpretable model (2) interpretable machine learning (2) representation learning (2) deep learning (1) case-based reasoning (1) interpretable classifier (1) cosine similarity (1) deformable prototype (1) rashomon set (1) real-time model update (1) image classification (1) metric learning (1) model editing (1)

Papers

Cosine Similarity is Almost All You Need (for Prototypical-Part Models) WACV 2026 Rashomon Sets for Prototypical-Part Networks: Editing Interpretable Models in Real-Time CVPR 2025 This EEG Looks Like These EEGs: Interpretable Interictal Epileptiform Discharge Detection With ProtoEEG-kNN MICCAI 2025 Deformable ProtoPNet: An Interpretable Image Classifier Using Deformable Prototypes CVPR 2022