Rank-Aware Hyperbolic Alignment for Vision-Language Dataset Distillation
Vision-language dataset distillation method using rank-aware hyperbolic alignment to optimize synthetic image-text pairs for efficient contrastive model training while preserving m…
Hugging Face · Daily Papers
·Jongoh Jeong, Sun-Kyung Lee
·
·▲ 4 upvotes
Este artigo está em destaque na seleção diária de papers do Hugging Face, curada pela comunidade de pesquisa em IA.
Autores: Jongoh Jeong, Sun-Kyung Lee, Kuk-Jin Yoon
- 4 upvotes da comunidade
- Temas: vision-language dataset distillation, contrastive vision-language models, data distillation, low-rank factorization, hyperbolic space, geodesic alignment
Resumo
Resumo original (em inglês), extraído do paper:
Vision-language dataset distillation method using rank-aware hyperbolic alignment to optimize synthetic image-text pairs for efficient contrastive model training while preserving modality-specific diversity.