Author

Showrav Saha

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Preprint Aug 2026

Toward Uncertainty Quantification in Modern Art

Asked to animate the same modern artwork under different random seeds, a text to video model returns visibly different films, one reading per seed. Because modern art is ambiguous by intent, this disagreement is signal, not noise. Yet prevailing uncertainty quantification (UQ) collapses a set of generations to a disper...

Tirtho Roy, Ushashi Bhattacharjee, Showrav Saha et al. · 0 citations