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NeurIPS 2026InnopolisMedical LLMs

Source-Causal Control of Historical Context in Longitudinal Radiology Report Generation

Dmitry Lvov, Ilya Pershin

Sydney Poster Session 6, Thu, Dec 10, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026Lomonosov Moscow StateHuawei Technologies Ltd.Moscow State University, LomonosInnopolisImage restoration

SR-Prominence: A Crowdsourced Protocol and Dataset Suite for Perceptually-Weighted Super-Resolution Artifact Evaluation

SR-Prominence defines artifact prominence via crowdsourced annotations across 3,935 masks and shows classical full-reference metrics surprisingly detect perceptual impact better than specialized detectors.

Ivan Molodetskikh, Kirill Malyshev, Mark Mirgaleev, Nikita Zagainov and 2 more

Sydney Poster Session 1, Tue, Dec 8, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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AI panel: 19 of 20 reviewers recommend it
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