AI RESEARCH
Your Classifier Can Do More: Towards Balancing the Gaps in Classification, Robustness, and Generation
arXiv CS.AI
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ArXi:2505.19459v3 Announce Type: replace-cross Joint Energy-based Models (JEMs) are well known for their ability to unify classification and generation within a single framework. Despite their promising generative and discriminative performance, their robustness remains far inferior to adversarial