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Yu-Chih Chen

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#computer vision Preprint Sep 2026

When Visual Quality Misleads: Intent Recognition under Rendered Avatar Distortions

A controlled behavioral study of rendered 3D avatars across a pristine condition and fourteen geometric, photometric, temporal, and combined distortions reveals a quality--accuracy dissociation where distortion families affect appearance and communication differently.

Ning-Hsuan Chang, Kai Ma, Yu-Chih Chen · 0 citations
Preprint Jul 2026

Bring Music The Horizon: Music-Driven 360$^\circ$ Video Generation

Music visualization offers a powerful way to enhance listeners'understanding and experience of music by translating auditory signals into visual forms. However, most existing approaches either rely heavily on lyrics or generate flat, non-immersive videos similar to conventional music videos, which limits their ability...

K. Tsai, Yongyong Fu, Hung I Yang et al. · 0 citations

Debiasing Text-to-Image Evaluation via Implicit Cultural Alignment Reward Modeling

An Implicit Cultural Alignment Reward Model built upon a lightweight 4.2-billion-parameter Multimodal Large Language Model (MLLM) integrated with a Skip-connection Cross-Attention mechanism, enabling late-stage semantic features to directly attend to early-stage visual representations and better preserve culturally sal...

Boxin Chang, Yu-Chih Chen · 0 citations

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