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Morris Sharp

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#artificial intelligence Preprint Oct 2026

Mine, Sample, Render: Test-Time Diversity Alignment Of Generative Models

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), a test-time approach that externalizes the diversity into an explicit, corpus-derived sampling procedure. Our pipeline (i) mines an interpre...

Kostas Triaridis, Morris Sharp, Nebojsa Jojic · 0 citations

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