"retrieval-augmented learning" Papers

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OphCLIP: Hierarchical Retrieval-Augmented Learning for Ophthalmic Surgical Video-Language Pretraining

Ming Hu, Kun yuan, Yaling Shen et al.

ICCV 2025arXiv:2411.15421
25
citations

RA-SGG: Retrieval-Augmented Scene Graph Generation Framework via Multi-Prototype Learning

Kanghoon Yoon, Kibum Kim, Jaehyeong Jeon et al.

AAAI 2025paperarXiv:2412.12788
4
citations

RA-TTA: Retrieval-Augmented Test-Time Adaptation for Vision-Language Models

Youngjun Lee, Doyoung Kim, Junhyeok Kang et al.

ICLR 2025
5
citations

STRAP: Spatio-Temporal Pattern Retrieval for Out-of-Distribution Generalization

Haoyu Zhang, WentaoZhang, Hao Miao et al.

NEURIPS 2025oralarXiv:2505.19547
3
citations

Knowledge Transfer from Vision Foundation Models for Efficient Training of Small Task-specific Models

Raviteja Vemulapalli, Hadi Pouransari, Fartash Faghri et al.

ICML 2024arXiv:2311.18237
13
citations