2 papers
cs.CV2026
Generated Contents Enrichment
Mahdi Naseri, Jiayan Qiu, Zhou Wang
We study Generated Contents Enrichment (GCE), a conditional image-generation task in which a sparse scene description is first enriched through an explicit scene representation and…
cs.CV2026
SHAMISA: SHAped Modeling of Implicit Structural Associations for Self-supervised No-Reference Image Quality Assessment
Mahdi Naseri, Zhou Wang
No-Reference Image Quality Assessment (NR-IQA) aims to estimate perceptual quality without access to a reference image of pristine quality. Learning an NR-IQA model faces a fundame…