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cs.CV2026
SIRR-LMM: Single-image Reflection Removal via Large Multimodal Model
Yu Guo, Zhiqiang Lao, Xiyun Song +2
Glass surfaces create complex interactions of reflected and transmitted light, making single-image reflection removal (SIRR) challenging. Existing datasets suffer from limited phys…
cs.CV2025
Scene Perceived Image Perceptual Score (SPIPS): combining global and local perception for image quality assessment
Zhiqiang Lao, Heather Yu
The rapid advancement of artificial intelligence and widespread use of smartphones have resulted in an exponential growth of image data, both real (camera-captured) and virtual (AI…
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…