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cs.CV2026
HyperPriv-EPN: Hypergraph Learning with Privileged Knowledge for Ependymoma Prognosis
Shuren Gabriel Yu, Sikang Ren, Yongji Tian
Preoperative prognosis of Ependymoma is critical for treatment planning but challenging due to the lack of semantic insights in MRI compared to post-operative surgical reports. Exi…
cs.CV2025
LINA: Learning INterventions Adaptively for Physical Alignment and Generalization in Diffusion Models
Shu Yu, Chaochao Lu
Diffusion models (DMs) have achieved remarkable success in image and video generation. However, they still struggle with (1) physical alignment and (2) out-of-distribution (OOD) in…