"downstream adaptation" Papers

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A Statistical Theory of Contrastive Learning via Approximate Sufficient Statistics

Licong Lin, Song Mei

NEURIPS 2025arXiv:2503.17538
3
citations

Transformer Learns Optimal Variable Selection in Group-Sparse Classification

Chenyang Zhang, Xuran Meng, Yuan Cao

ICLR 2025arXiv:2504.08638
4
citations

Quantized Prompt for Efficient Generalization of Vision-Language Models

Tianxiang Hao, Xiaohan Ding, Juexiao Feng et al.

ECCV 2024arXiv:2407.10704
9
citations