Author

Geewook Kim

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#machine learning Preprint Sep 2026

Text Capability Loss in Vision-Language Adaptation: An Attention-Sink Diagnosis

It is found that post-pretraining QK-RMSNorm injection fails to reproduce the protection of native QK-RMSNorm, while several off-the-shelf weight-merging settings fail to recover the lost capability after VL training, highlighting the value of screening backbones with Sink Strength before VL training and narrow the int...

Minsik Choi, Geewook Kim, Young Geun Kim · 0 citations

#artificial intelligence Preprint Sep 2026

A Composable Evaluation System for Reproducible Omni-Modal Foundation Model Evaluation

OmniEvaluator connects existing inference engines and curated evaluation libraries at a higher level, exposing four inference backends, four evaluation frameworks, and over a thousand benchmarks through a single interface.

Ho-Dong Lee, Sanghee Park, Dohoon Ryu et al. · 0 citations