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cs.CV2026
TiFRe: Text-guided Video Frame Reduction for Efficient Video Multi-modal Large Language Models
Xiangtian Zheng, Zishuo Wang, Yuxin Peng
With the rapid development of Large Language Models (LLMs), Video Multi-Modal Large Language Models (Video MLLMs) have achieved remarkable performance in video-language tasks such…
cs.CV2025
SphereDrag: Spherical Geometry-Aware Panoramic Image Editing
Zhiao Feng, Xuewei Li, Junjie Yang +3
Image editing has made great progress on planar images, but panoramic image editing remains underexplored. Due to their spherical geometry and projection distortions, panoramic ima…
cs.CV2025
Scan-and-Print: Patch-level Data Summarization and Augmentation for Content-aware Layout Generation in Poster Design
HsiaoYuan Hsu, Yuxin Peng
In AI-empowered poster design, content-aware layout generation is crucial for the on-image arrangement of visual-textual elements, e.g., logo, text, and underlay. To perceive the b…