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conftrace_

data pruning

36 papers

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Also known as

DP

Co-occurring keywords · papers mentioning both

coreset selection (6) sample importance (3) influence function (3) sample selection (3) model compression (3) training acceleration (2) influence score (2) graph neural network (2) neural scaling law (2) lossless training (2)

Papers

VCC-INFUSE: Towards Accurate and Efficient Selection of Unlabeled Examples in Semi-supervised Learning IJCAI 2024 Data Pruning for Efficient Model Pruning in Neural Machine Translation EMNLP 2023 Data Pruning via Moving-one-Sample-out NeurIPS 2023 Influence Scores at Scale for Efficient Language Data Sampling EMNLP 2023 infoVerse: A Universal Framework for Dataset Characterization with Multidimensional Meta-information ACL 2023 Large-Scale Training Data Search for Object Re-Identification CVPR 2023 Making Scalable Meta Learning Practical NeurIPS 2023 Robust Data Pruning under Label Noise via Maximizing Re-labeling Accuracy NeurIPS 2023 Beyond neural scaling laws: beating power law scaling via data pruning NeurIPS 2022 Deep Learning on a Data Diet: Finding Important Examples Early in Training NeurIPS 2021 Efficient Data Point Pruning for One-Class SVM AAAI 2019