"efficient training" Papers

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Adaptive Dataset Quantization

Muquan Li, Dongyang Zhang, Qiang Dong et al.

AAAI 2025paperarXiv:2412.16895
3
citations

Early-Bird Diffusion: Investigating and Leveraging Timestep-Aware Early-Bird Tickets in Diffusion Models for Efficient Training

Lexington Whalen, Zhenbang Du, Haoran You et al.

CVPR 2025arXiv:2504.09606
2
citations

REDUCIO! Generating 1K Video within 16 Seconds using Extremely Compressed Motion Latents

Rui Tian, Qi Dai, Jianmin Bao et al.

ICCV 2025arXiv:2411.13552
7
citations

Jetfire: Efficient and Accurate Transformer Pretraining with INT8 Data Flow and Per-Block Quantization

Haocheng Xi, Yuxiang Chen, Kang Zhao et al.

ICML 2024spotlightarXiv:2403.12422
33
citations

MobileCLIP: Fast Image-Text Models through Multi-Modal Reinforced Training

Pavan Kumar Anasosalu Vasu, Hadi Pouransari, Fartash Faghri et al.

CVPR 2024arXiv:2311.17049
90
citations