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cs.AI2026
Mine, Sample, Render: Test-Time Diversity Alignment Of Generative Models
Kostas Triaridis, Morris E. Sharp, Nebojsa Jojic
Modern generative models produce high-quality individual outputs but struggle to sample diversely, even when explicitly instructed to do so. We introduce MINE-SAMPLE-RENDER (MSR),…
cs.CV2026
BigCell: Generating Gigapixel Whole-Slide Images
Srikar Yellapragada, Alexandros Graikos, Zilinghan Li +10
Whole-slide images (WSIs) are gigapixel-scale digital scans of histopathology tissue and serve as the primary basis for cancer diagnosis. Existing histopathology generative models…