"limited labeled data" Papers

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Dataset Distillation via Knowledge Distillation: Towards Efficient Self-Supervised Pre-training of Deep Networks

Siddharth Joshi, Jiayi Ni, Baharan Mirzasoleiman

ICLR 2025arXiv:2410.02116

Geodesic Flow Kernels for Semi-Supervised Learning on Mixed-Variable Tabular Dataset

Yoontae Hwang, Yongjae Lee

AAAI 2025paperarXiv:2412.12864

Bridging the Pathology Domain Gap: Efficiently Adapting CLIP for Pathology Image Analysis with Limited Labeled Data

Zhengfeng Lai, Joohi Chauhan, Brittany N. Dugger et al.

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