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cs.CV2026
A General-Purpose VLM Can Teach an Astronomy Foundation Model to Better Recognize Galaxy Morphology
Dichang Zhang, Jiaqi Deng, Yixuan Shao +7
Existing astronomy foundation models provide strong galaxy representations, but adapting them to new survey conditions and survey-specific morphology recognition tasks still requir…
cs.CV2026
TeDiO: Temporal Diagonal Optimization for Training-Free Coherent Video Diffusion
Nurislam Tursynbek, Zhiqiang Lao, Heather Yu +2
Recent text-to-video diffusion transformers generate visually compelling frames, yet still struggle with temporal coherence, often producing flickering, drifting, or unstable motio…
cs.CV2025
REEF: Relevance-Aware and Efficient LLM Adapter for Video Understanding
Sakib Reza, Xiyun Song, Heather Yu +3
Integrating vision models into large language models (LLMs) has sparked significant interest in creating vision-language foundation models, especially for video understanding. Rece…