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cs.CV2025
DEXTER: Diffusion-Guided EXplanations with TExtual Reasoning for Vision Models
Simone Carnemolla, Matteo Pennisi, Sarinda Samarasinghe +5
Understanding and explaining the behavior of machine learning models is essential for building transparent and trustworthy AI systems. We introduce DEXTER, a data-free framework th…
cs.CV2025
GVD: Guiding Video Diffusion Model for Scalable Video Distillation
Kunyang Li, Jeffrey A Chan Santiago, Sarinda Dhanesh Samarasinghe +2
To address the larger computation and storage requirements associated with large video datasets, video dataset distillation aims to capture spatial and temporal information in a si…