2024 "dataset distillation" Papers

8 papers found

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Data-to-Model Distillation: Data-Efficient Learning Framework

Ahmad Sajedi, Samir Khaki, Lucy Z. Liu et al.

ECCV 2024posterarXiv:2411.12841
3
citations

Distill Gold from Massive Ores: Bi-level Data Pruning towards Efficient Dataset Distillation

YUE XU, Yong-Lu Li, Kaitong Cui et al.

ECCV 2024posterarXiv:2305.18381
8
citations

Large Scale Dataset Distillation with Domain Shift

Noel Loo, Alaa Maalouf, Ramin Hasani et al.

ICML 2024poster

Low-Rank Similarity Mining for Multimodal Dataset Distillation

Yue Xu, Zhilin Lin, Yusong Qiu et al.

ICML 2024posterarXiv:2406.03793

SelMatch: Effectively Scaling Up Dataset Distillation via Selection-Based Initialization and Partial Updates by Trajectory Matching

Yongmin Lee, Hye Won Chung

ICML 2024posterarXiv:2406.18561

Teddy: Efficient Large-Scale Dataset Distillation via Taylor-Approximated Matching

Ruonan Yu, Songhua Liu, Jingwen Ye et al.

ECCV 2024posterarXiv:2410.07579
13
citations

Unlocking the Potential of Federated Learning: The Symphony of Dataset Distillation via Deep Generative Latents

Yuqi Jia, Saeed Vahidian, Jingwei Sun et al.

ECCV 2024posterarXiv:2312.01537
17
citations

What is Dataset Distillation Learning?

William Yang, Ye Zhu, Zhiwei Deng et al.

ICML 2024posterarXiv:2406.04284