"generative classifiers" Papers

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Generative Classifiers Avoid Shortcut Solutions

Alexander Li, Ananya Kumar, Deepak Pathak

ICLR 2025arXiv:2512.25034
12
citations

Robust Classification via a Single Diffusion Model

Huanran Chen, Yinpeng Dong, Zhengyi Wang et al.

ICML 2024arXiv:2305.15241
84
citations

This Probably Looks Exactly Like That: An Invertible Prototypical Network

Zachariah Carmichael, Timothy Redgrave, Daniel Gonzalez Cedre et al.

ECCV 2024arXiv:2407.12200
6
citations