"pre-training efficiency" 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
4
citations

Emerging Property of Masked Token for Effective Pre-training

Hyesong Choi, Hunsang Lee, Seyoung Joung et al.

ECCV 2024arXiv:2404.08330
10
citations

Exploring the Benefit of Activation Sparsity in Pre-training

Zhengyan Zhang, Chaojun Xiao, Qiujieli Qin et al.

ICML 2024arXiv:2410.03440
6
citations

Getting the most out of your tokenizer for pre-training and domain adaptation

Gautier Dagan, Gabriel Synnaeve, Baptiste Roziere

ICML 2024arXiv:2402.01035
62
citations