Yanqing0327 / DREAMLinks
Efficient Dataset Distillation by Representative Matching
☆112Updated 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☆100Updated last year
- Official PyTorch implementation of "Dataset Condensation via Efficient Synthetic-Data Parameterization" (ICML'22)☆113Updated last year
- (NeurIPS 2023 spotlight) Large-scale Dataset Distillation/Condensation, 50 IPC (Images Per Class) achieves the highest 60.8% on original …☆129Updated 10 months ago
- [CVPR 2024] On the Diversity and Realism of Distilled Dataset: An Efficient Dataset Distillation Paradigm☆74Updated 7 months ago
- Distilling Dataset into Generative Models☆54Updated 2 years ago
- PyTorch implementation of paper "Dataset Distillation via Factorization" in NeurIPS 2022.☆66Updated 2 years ago
- [CVPR2024 highlight] Generalized Large-Scale Data Condensation via Various Backbone and Statistical Matching (G-VBSM)☆29Updated last year
- The code of the paper "Minimizing the Accumulated Trajectory Error to Improve Dataset Distillation" (CVPR2023)☆40Updated 2 years ago
- [ICCV 2023] DataDAM: Efficient Dataset Distillation with Attention Matching☆34Updated last year
- [CVPR2024] Efficient Dataset Distillation via Minimax Diffusion☆98Updated last year
- ☆87Updated 2 years ago
- This is a method of dataset condensation, and it has been accepted by CVPR-2022.☆71Updated last year
- Official Code for Dataset Distillation using Neural Feature Regression (NeurIPS 2022)☆48Updated 2 years ago
- ☆115Updated 2 years ago
- ☆58Updated 9 months ago
- [CVPR23] "Understanding and Improving Visual Prompting: A Label-Mapping Perspective" by Aochuan Chen, Yuguang Yao, Pin-Yu Chen, Yihua Zha…☆53Updated 2 years ago
- ☆16Updated last year
- ☆14Updated 2 years ago
- [IJCAI-2021] Contrastive Model Inversion for Data-Free Knowledge Distillation☆72Updated 3 years ago
- ☆67Updated 2 years ago
- ☆41Updated 2 years ago
- ☆29Updated last year
- This repository is the official implementation of Dataset Condensation with Contrastive Signals (DCC), accepted at ICML 2022.☆22Updated 3 years ago
- Official Implementation of paper "Distilling Long-tailed Datasets" [CVPR 2025]☆17Updated last month
- Prioritize Alignment in Dataset Distillation☆19Updated 10 months ago
- [ICCV2023] Dataset Quantization☆259Updated last year
- ☆27Updated 2 years ago
- [NeurIPS'22] This is an official implementation for "Scaling & Shifting Your Features: A New Baseline for Efficient Model Tuning".☆187Updated 2 years ago
- Data distillation benchmark☆68Updated 3 months ago
- Code for ICML 2022 paper — Efficient Test-Time Model Adaptation without Forgetting☆129Updated 2 years ago