Papers citing 'Dataset Distillation by Automatic Training Trajectories'

Title
Learning from Dense Events: Towards Fast Spiking Neural Networks Training via Event Dataset Distillation Shuhan Ye Yi Yu Qixin Zhang Chenqi Kong Qiangqiang Wu Kun Wang Xudong Jiang 80 0 0 15 Nov 2025
Beyond Random: Automatic Inner-loop Optimization in Dataset Distillation Muquan Li Hang Gou Dongyang Zhang Shuang Liang Xiurui Xie Deqiang Ouyang Ke Qin DD 156 1 0 06 Oct 2025
Beyond Pixels: Efficient Dataset Distillation via Sparse Gaussian Representation Chenyang Jiang Zhengcen Li Hang Zhao Qiben Shan Shaocong Wu Jingyong Su DD 156 0 0 30 Sep 2025
High-Order Progressive Trajectory Matching for Medical Image Dataset DistillationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2025 Le Dong Jinghao Bian Jingyang Hou Jingliang Hu Yilei Shi Weisheng Dong X. Zhu Lichao Mou DD MedIm 112 0 0 29 Sep 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 552 9 0 19 May 2025
Dataset Distillation of 3D Point Clouds via Distribution Matching Jae-Young Yim Dongwook Kim Jae-Young Sim DD 3DPC 263 0 0 28 Mar 2025
Robust Dataset Distillation by Matching Adversarial Trajectories Wei Lai Tianyu Ding ren dongdong Lei Wang Jing Huo Yang Gao Wenbin Li AAML DD 238 1 0 15 Mar 2025
Dataset Distillation with Neural Characteristic Function: A Minmax PerspectiveComputer Vision and Pattern Recognition (CVPR), 2025 Shaobo Wang Yicun Yang Ziqiang Liu Chenghao Sun Xuming Hu Conghui He Li Zhang DD 345 26 0 28 Feb 2025
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 285 10 0 22 Oct 2024
Diversity-Driven Synthesis: Enhancing Dataset Distillation through Directed Weight AdjustmentNeural Information Processing Systems (NeurIPS), 2024 Jiawei Du Xin Zhang Juncheng Hu Wenxin Huang Joey Tianyi Zhou DD 323 20 0 26 Sep 2024
Dataset Distillation from First Principles: Integrating Core Information Extraction and Purposeful Learning Vyacheslav Kungurtsev Yuanfang Peng Jianyang Gu Saeed Vahidian Anthony Quinn Fadwa Idlahcen Yiran Chen FedML DD 304 3 0 02 Sep 2024
Generative Dataset Distillation Based on Diffusion Model Duo Su Junjie Hou Guang Li Ren Togo Rui Song Takahiro Ogawa Miki Haseyama VGen DD 266 11 0 16 Aug 2024
Prioritize Alignment in Dataset Distillation Zekai Li Ziyao Guo Wangbo Zhao Tianle Zhang Zhi-Qi Cheng ... Kaipeng Zhang A. Sajedi Konstantinos N Plataniotis Kai Wang Yang You DD 234 5 0 06 Aug 2024
DD-RobustBench: An Adversarial Robustness Benchmark for Dataset Distillation Yifan Wu Jiawei Du Ping Liu Yuewei Lin Wenqing Cheng Wei Xu DD AAML 241 7 0 20 Mar 2024