"low-data regimes" Papers

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Beyond Sequence: Impact of Geometric Context for RNA Property Prediction

Junjie Xu, Artem Moskalev, Tommaso Mansi et al.

ICLR 2025arXiv:2410.11933
9
citations

CiTrus: Squeezing Extra Performance out of Low-data Bio-signal Transfer Learning

Eloy Geenjaar, Lie Lu

AAAI 2025paperarXiv:2412.11695
1
citations

Controllable Latent Space Augmentation for Digital Pathology

Sofiène Boutaj, Marin Scalbert, Pierre Marza et al.

ICCV 2025arXiv:2508.14588

Curated LLM: Synergy of LLMs and Data Curation for tabular augmentation in low-data regimes

Nabeel Seedat, Nicolas Huynh, Boris van Breugel et al.

ICML 2024arXiv:2312.12112
51
citations

Understanding Retrieval-Augmented Task Adaptation for Vision-Language Models

Yifei Ming, Sharon Li

ICML 2024arXiv:2405.01468
10
citations