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Author

Jiwon Kang

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Preprint Oct 2026

Can Learning to Answer Spatial Questions Improve Novel-View Generation?

Generating novel views from limited observations requires preserving both the appearance and spatial structure of a scene. Although recent approaches exploit fine-grained geometric cues, they do not explicitly model high-level semantic and spatial properties such as object identity, attributes, and inter-object relatio...

Jahyeok Koo, Hyeonseo Yu, Seung-Ho Jang et al. · 0 citations
Preprint Jul 2026

Transferability Between Understanding and Generation in Unified Multimodal Models

This work empirically finds that transferability depends on architecture-models with fully shared transformer backbone and a unified visual encoder exhibit consistent cross-task transfer, while loosely coupled designs show little or none.

Jiwon Kang, Heeji Yoon, Jaewoo Jung et al. · 1 citation

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