Alina Jade Barnett
4 papers · 2022–2026 · 3 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(3)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
CVPR (2)
MICCAI (1)
WACV (1)
Top co-authors
Keywords
interpretable model
(2)
interpretable machine learning
(2)
prototypical part network
(2)
representation learning
(2)
deep learning
(1)
case-based reasoning
(1)
interpretable classifier
(1)
cosine similarity
(1)
deformable prototype
(1)
rashomon set
(1)
prototypical-part network
(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