Yanqing0327 / DREAM
Efficient Dataset Distillation by Representative Matching
☆113Updated last year
Alternatives and similar repositories for DREAM
Users that are interested in DREAM are comparing it to the libraries listed below
Sorting:
- ICLR 2024, Towards Lossless Dataset Distillation via Difficulty-Aligned Trajectory Matching☆102Updated 11 months ago
- Official PyTorch implementation of "Dataset Condensation via Efficient Synthetic-Data Parameterization" (ICML'22)☆112Updated last year
- [CVPR 2024] On the Diversity and Realism of Distilled Dataset: An Efficient Dataset Distillation Paradigm☆69Updated 2 months ago
- ☆86Updated 2 years ago
- The code of the paper "Minimizing the Accumulated Trajectory Error to Improve Dataset Distillation" (CVPR2023)☆40Updated 2 years ago
- [CVPR2024 highlight] Generalized Large-Scale Data Condensation via Various Backbone and Statistical Matching (G-VBSM)☆28Updated 7 months ago
- Distilling Dataset into Generative Models☆53Updated 2 years ago
- (NeurIPS 2023 spotlight) Large-scale Dataset Distillation/Condensation, 50 IPC (Images Per Class) achieves the highest 60.8% on original …☆128Updated 6 months ago
- [CVPR2024] Efficient Dataset Distillation via Minimax Diffusion☆90Updated last year
- This is a method of dataset condensation, and it has been accepted by CVPR-2022.☆69Updated last year
- PyTorch implementation of paper "Dataset Distillation via Factorization" in NeurIPS 2022.☆65Updated 2 years ago
- ☆114Updated last year
- Official Code for Dataset Distillation using Neural Feature Regression (NeurIPS 2022)☆47Updated 2 years ago
- Official implementation for paper "Knowledge Diffusion for Distillation", NeurIPS 2023☆84Updated last year
- ☆56Updated 4 months ago
- ☆29Updated 2 years ago
- [CVPR23] "Understanding and Improving Visual Prompting: A Label-Mapping Perspective" by Aochuan Chen, Yuguang Yao, Pin-Yu Chen, Yihua Zha…☆53Updated last year
- ☆43Updated last year
- ☆16Updated 11 months ago
- [AAAI-2022] Up to 100x Faster Data-free Knowledge Distillation☆69Updated 2 years ago
- ☆26Updated last year
- [ICCV 2023] DataDAM: Efficient Dataset Distillation with Attention Matching☆33Updated 10 months ago
- ☆14Updated 2 years ago
- [IJCAI-2021] Contrastive Model Inversion for Data-Free Knowledge Distillation☆72Updated 3 years ago
- Code for ICLR 2023 paper (Oral) — Towards Stable Test-Time Adaptation in Dynamic Wild World☆182Updated last year
- ☆63Updated last year
- This repository is the official implementation of Dataset Condensation with Contrastive Signals (DCC), accepted at ICML 2022.☆21Updated 2 years ago
- The official implement of paper "Spanning Training Progress: Temporal Dual-Depth Scoring (TDDS) for Enhanced Dataset Pruning" (CVPR 2024)☆18Updated 8 months ago
- Official repository of "Back to Source: Diffusion-Driven Test-Time Adaptation"☆77Updated last year
- Prioritize Alignment in Dataset Distillation☆20Updated 5 months ago