DataDistillation / DataDAM
[ICCV 2023] DataDAM: Efficient Dataset Distillation with Attention Matching
☆33Updated 10 months ago
Alternatives and similar repositories for DataDAM:
Users that are interested in DataDAM are comparing it to the libraries listed below
- The code of the paper "Minimizing the Accumulated Trajectory Error to Improve Dataset Distillation" (CVPR2023)☆40Updated 2 years ago
- ☆26Updated last year
- [CVPR 2024] On the Diversity and Realism of Distilled Dataset: An Efficient Dataset Distillation Paradigm☆69Updated 2 months ago
- ☆16Updated 11 months ago
- ☆28Updated last year
- [CVPR2024 highlight] Generalized Large-Scale Data Condensation via Various Backbone and Statistical Matching (G-VBSM)☆28Updated 6 months ago
- ☆13Updated 2 years ago
- Prioritize Alignment in Dataset Distillation☆20Updated 5 months ago
- Official Code for Dataset Distillation using Neural Feature Regression (NeurIPS 2022)☆47Updated 2 years ago
- Elucidated Dataset Condensation (NeurIPS 2024)☆21Updated 7 months ago
- [CVPR-DD 2024 (Oral)] ATOM: Attention Mixer for Efficient Dataset Distillation☆8Updated 11 months ago
- ☆14Updated 2 years ago
- PyTorch implementation of paper "Sparse Parameterization for Epitomic Dataset Distillation" in NeurIPS 2023.☆20Updated 10 months ago
- ☆56Updated 4 months ago
- ICLR 2024, Towards Lossless Dataset Distillation via Difficulty-Aligned Trajectory Matching☆102Updated 11 months ago
- Efficient Dataset Distillation by Representative Matching☆113Updated last year
- A pytorch implementation of CVPR24 paper "D4M: Dataset Distillation via Disentangled Diffusion Model"☆31Updated 8 months ago
- (NeurIPS 2023 spotlight) Large-scale Dataset Distillation/Condensation, 50 IPC (Images Per Class) achieves the highest 60.8% on original …☆128Updated 5 months ago
- Official Implementation of paper "Distilling Long-tailed Datasets"☆13Updated 2 months ago
- [CVPR2024] Efficient Dataset Distillation via Minimax Diffusion☆90Updated last year
- [CVPR23] "Understanding and Improving Visual Prompting: A Label-Mapping Perspective" by Aochuan Chen, Yuguang Yao, Pin-Yu Chen, Yihua Zha…☆53Updated last year
- This repository is the official implementation of Dataset Condensation with Contrastive Signals (DCC), accepted at ICML 2022.☆21Updated 2 years ago
- Official PyTorch implementation of "Multisize Dataset Condensation" (ICLR'24 Oral)☆13Updated last year
- This is a method of dataset condensation, and it has been accepted by CVPR-2022.☆69Updated last year
- AAAI 2024, M3D: Dataset Condensation by Minimizing Maximum Mean Discrepancy☆24Updated last year
- Official PyTorch implementation of "Dataset Condensation via Efficient Synthetic-Data Parameterization" (ICML'22)☆112Updated last year
- Data distillation benchmark☆58Updated this week
- ☆42Updated last year
- ☆23Updated last year
- ☆17Updated 5 months ago