HF Daily Papers
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Rank-Aware Hyperbolic Alignment for Vision-Language Dataset Distillation
Vision-language dataset distillation (VLDD) compresses a large image-text paired dataset into a small set of synthetic pairs that can efficiently train contrastive vision-language models under strict data and compute budgets. Most existing methods match expert trajectories or cross-modal statistics,