Julia Yang

According to our database, Julia Yang authored at least 3 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Cosine Similarity is Almost All You Need (for Prototypical-Part Models).

Luke Moffett, Frank Willard, Maximillian Machado, Emmanuel Mokel, Jon Donnelly, Zhicheng Guo, Adam Costarino, Julia Yang, Giyoung Kim, Alina Jade Barnett, Cynthia Rudin

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2026

2024

This Looks Better than That: Better Interpretable Models with ProtoPNeXt.

Frank Willard, Luke Moffett, Emmanuel Mokel, Jon Donnelly, Stark Guo, Julia Yang, Giyoung Kim, Alina Jade Barnett, Cynthia Rudin

CoRR, 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

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024