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Sep 2026
Large vision-language models (LVLMs) have recently achieved remarkable progress across multimodal tasks, yet object hallucination remains a persistent challenge where models generate descriptions inconsistent with the visual input. Recent work mitigates hallucinations through training-free representation editing, typic...
Jae-Ho Lee, Jeongjun Lee, Gyeong-Moon Park
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The introduction of AV-SafetyBench, the first safety benchmark developed specifically for T2AV generation, is introduced and the value of AV-SafetyBench for evaluating T2AV safety across the visual and audio modalities and their interaction is demonstrated.
Su-Ah Choi, Tae-Young Lee, Gyeong-Moon Park
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Jul 2026
OSVE is presented, the first framework to successfully adapt one-step Text-to-Image (T2I) models for high-quality video editing, addressing the core challenges of inversion, editability, and temporal consistency.
Habin Lim, Gyeong-Moon Park
· arXiv.org · 0 citations
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