2025 "batch selection" Papers

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Active Data Curation Effectively Distills Large-Scale Multimodal Models

Vishaal Udandarao, Nikhil Parthasarathy, Muhammad Ferjad Naeem et al.

CVPR 2025posterarXiv:2411.18674
14
citations

Diversity Is All You Need for Contrastive Learning: Spectral Bounds on Gradient Magnitudes

Peter Ochieng

NEURIPS 2025posterarXiv:2510.05767

Enhancing Deep Batch Active Learning for Regression with Imperfect Data Guided Selection

Yinjie Min, Furong Xu, Xinyao Li et al.

NEURIPS 2025poster