Hierarchical Features Matter: A Deep Exploration of Progressive Parameterization Method for Dataset Distillation

v1v2v3 (latest)

Hierarchical Features Matter: A Deep Exploration of Progressive Parameterization Method for Dataset Distillation

Computer Vision and Pattern Recognition (CVPR), 2024

9 June 2024

Hao Fang

Bin Chen

ArXiv (abs)PDF HTML

Papers citing "Hierarchical Features Matter: A Deep Exploration of Progressive Parameterization Method for Dataset Distillation"

9 / 9 papers shown

Title
Diffusion Models as Dataset Distillation Priors Duo Su Huyu Wu Huanran Chen Yiming Shi Y. Wang Xi Ye Jun Zhu DD 294 0 0 20 Oct 2025
MGD $^3$ : Mode-Guided Dataset Distillation using Diffusion Models Jeffrey A. Chan-Santiago Praveen Tirupattur Gaurav Kumar Nayak Gaowen Liu Mubarak Shah DD 304 3 0 25 May 2025
DD-Ranking: Rethinking the Evaluation of Dataset Distillation Zekai Li Xinhao Zhong Samir Khaki Zhiyuan Liang Yuhao Zhou ... Konstantinos N Plataniotis Zinan Lin Bo Zhao Yang You Kai Wang DD 596 9 0 19 May 2025
Distilling Dataset into Neural FieldInternational Conference on Learning Representations (ICLR), 2025 DongHyeok Shin Heesun Bae Gyuwon Sim Wanmo Kang Il-Chul Moon DD 370 4 0 05 Mar 2025
Editable-DeepSC: Reliable Cross-Modal Semantic Communications for Facial Editing Bin Chen Wenbo Yu Qinshan Zhang Tianqu Zhuang Yong Jiang Shu-Tao Xia 694 1 0 24 Nov 2024
Emphasizing Discriminative Features for Dataset Distillation in Complex ScenariosComputer Vision and Pattern Recognition (CVPR), 2024 Kai Wang Zekai Li Zhi-Qi Cheng Samir Khaki A. Sajedi Ramakrishna Vedantam Konstantinos N. Plataniotis Alexander G. Hauptmann Yang You DD 337 11 0 22 Oct 2024
MultiBooth: Towards Generating All Your Concepts in an Image from Text Chenyang Zhu Kai Li Yue Ma Chunming He Li Xiu DiffM 579 45 0 22 Apr 2024
Unlocking Dataset Distillation with Diffusion Models Brian B. Moser Federico Raue Sebastián M. Palacio Stanislav Frolov Andreas Dengel DD 554 23 0 06 Mar 2024
DataDAM: Efficient Dataset Distillation with Attention MatchingIEEE International Conference on Computer Vision (ICCV), 2023 A. Sajedi Samir Khaki Ehsan Amjadian Lucy Z. Liu Y. Lawryshyn Konstantinos N. Plataniotis DD 805 91 0 29 Sep 2023