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Home/Authors/Aleksandr Chukhrov

Aleksandr Chukhrov

1 indexed paper

Recent (6 mo)
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Publications per year

1
26

Top categories

Vision×1AI×1ML×1

Frequent co-authors

Matvei Shelukhan1×
Timur Mamedov1×
Karina Kvanchiani1×

Research Timeline

2026
Ranking vs. Assignment: The Metric Mismatch in Multi-View Object Association

The paper identifies a fundamental mismatch between standard pairwise ranking metrics (like AP and FPR-95) and the true assignment objective in multi-view object association, proposing a Sinkhorn-based normalization to correct this discrepancy.

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Papers

cs.CVcs.AIcs.LGRecentJun 1, 2026

Ranking vs. Assignment: The Metric Mismatch in Multi-View Object Association

Matvei Shelukhan, Timur Mamedov, Aleksandr Chukhrov, Karina Kvanchiani

The paper identifies a fundamental mismatch between standard pairwise ranking metrics (like AP and FPR-95) and the true assignment objective in multi-view object association, proposing a Sinkhorn-base…

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