Stanislav Frolov

University of Kaiserslautern, German Research Center for Artificial Intelligence (DFKI)

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Publication activitypapers/week, last 8 weeks

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Computer Vision (1)Eval Frameworks & Benchmarks (1)

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Tobias Christian Nauen (1)T. Nauen (1)Anosh Billimoria (1)Federico Raue (1)

Papers (1)

Jul 1, 2026

RPTU University Kaiserslautern-Landau1w ago·also DFKI, University of Kaiserslautern

LUMA: Benchmarking Segmentation via a Lightweight Universal Mask Adapter

LUMA reveals that the choice of pretraining objective trumps architectural complexity in driving segmentation quality, challenging existing assumptions in the field.

Tobias Christian Nauen, T. Nauen, Anosh Billimoria +4

Computer Vision Eval Frameworks & Benchmarks

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Stanislav Frolov

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)