Dataset Condensation via Generative Model

Dataset Condensation via Generative Model

14 September 2023

David Junhao Zhang

Rui Yan

Mike Zheng Shou

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Papers citing "Dataset Condensation via Generative Model"

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Title
A Discrepancy-Based Perspective on Dataset Condensation Tong Chen Raghavendra Selvan DD 249 0 0 12 Sep 2025
Dynamic-Aware Video Distillation: Optimizing Temporal Resolution Based on Video Semantics Yinjie Zhao Heng Zhao Bihan Wen Yew-Soon Ong Joey Tianyi Zhou VGen 167 1 0 28 May 2025
MGD $^3$ : Mode-Guided Dataset Distillation using Diffusion Models Jeffrey A. Chan-Santiago Praveen Tirupattur Gaurav Kumar Nayak Gaowen Liu Mubarak Shah DD 308 3 0 25 May 2025
Condensing Action Segmentation Datasets via Generative Network InversionComputer Vision and Pattern Recognition (CVPR), 2025 Guodong Ding Rongyu Chen Angela Yao DD 343 2 0 18 Mar 2025
Decomposed Distribution Matching in Dataset CondensationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024 Sahar Rahimi Malakshan Mohammad Saeed Ebrahimi Saadabadi Ali Dabouei Nasser M. Nasrabadi DD 404 1 0 06 Dec 2024
Generative Dataset Distillation Based on Diffusion Model Duo Su Junjie Hou Guang Li Ren Togo Rui Song Takahiro Ogawa Miki Haseyama VGen DD 302 12 0 16 Aug 2024
Mitigating Bias in Dataset Distillation Justin Cui Ruochen Wang Yuanhao Xiong Cho-Jui Hsieh DD 254 3 0 06 Jun 2024
Multisize Dataset CondensationInternational Conference on Learning Representations (ICLR), 2024 Yang He Lingao Xiao Qiufeng Wang Ivor Tsang AI4CE DD 370 18 0 10 Mar 2024
DiM: Distilling Dataset into Generative Model Kai Wang Jianyang Gu Daquan Zhou Zheng Hua Zhu Wei Jiang Yang You DD 259 51 0 08 Mar 2023
A Comprehensive Survey of Dataset DistillationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Shiye Lei Dacheng Tao DD 443 136 0 13 Jan 2023