Barnett, Alina Jade

3 publications

CVPR 2025 Rashomon Sets for Prototypical-Part Networks: Editing Interpretable Models in Real-Time Jon Donnelly, Zhicheng Guo, Alina Jade Barnett, Hayden McTavish, Chaofan Chen, Cynthia Rudin

CVPRW 2024 FPN-IAIA-BL: A Multi-Scale Interpretable Deep Learning Model for Classification of Mass Margins in Digital Mammography Julia Yang, Alina Jade Barnett, Jon Donnelly, Satvik Kishore, Jerry Fang, Fides Regina Schwartz, Chaofan Chen, Joseph Y. Lo, Cynthia Rudin

CVPR 2022 Deformable ProtoPNet: An Interpretable Image Classifier Using Deformable Prototypes Jon Donnelly, Alina Jade Barnett, Chaofan Chen